From a5b5885a12a6fdd89961bd0b41ca2f4528d34440 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 17:52:15 +0200 Subject: [PATCH 01/68] Listed gym in requirements.txt --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index d297686..77a639b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,2 +1,3 @@ seed-isort-config pre-commit +gym \ No newline at end of file From 968a20d5827c845e3fe043f5485e6e46a2cd84fc Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 18:11:10 +0200 Subject: [PATCH 02/68] Major refactoring of SupervisorEnv to include gym.Env as well as Supervisor as parent classes. --- .../supervisor/controllers/supervisor_env.py | 113 +++++++++--------- 1 file changed, 57 insertions(+), 56 deletions(-) diff --git a/deepbots/supervisor/controllers/supervisor_env.py b/deepbots/supervisor/controllers/supervisor_env.py index e02259f..c730818 100644 --- a/deepbots/supervisor/controllers/supervisor_env.py +++ b/deepbots/supervisor/controllers/supervisor_env.py @@ -1,46 +1,28 @@ -from abc import ABC, abstractmethod - +import gym from controller import Supervisor -class SupervisorEnv(ABC): +class SupervisorEnv(Supervisor, gym.Env): """ - This class represents the basic template which contains the necessary - methods to train a reinforcement learning algorithm. The interface class - follows the gym interface which is standardized in many reinforcement - learning algorithms. The OpenAI gym environment can be described by the - following figure: - - +----------+ (action) +---------------+ - | |-------------------------------->| | - | Agent | | SupervisorEnv | - | |<--------------------------------| | - +----------+ (observation, reward) +---------------+ + This class is the highest class in deepbots class hierarchy, inheriting + both the Webots Supervisor controller and the basic gym.Env. + + Refer to gym.Env documentation on how to implement a custom gym.Env + for additional functionality. + + This class contains abstract methods that guide the development process + for users that want to implement a simple environment. This class is not intended for user usage, but to provide a common interface for all provided supervisor classes and make them compatible with reinforcement learning agents that work with the gym interface. Moreover, a problem-agnostic reset method is - provided. Please use any of the children supervisor classes to be - inherited by your own classes, such as the RobotSupervisor class. + provided. Please use any of the children supervisor classes to be + inherited by your own class, such as the RobotSupervisor class. Nevertheless, advanced users can inherit this class to create their own supervisor classes if they wish. """ - def __init__(self): - self.supervisor = Supervisor() - - @abstractmethod - def get_observations(self): - """ - Return the observations of the robot. For example, metrics from - sensors, a camera image, etc. - - :returns: An object of observations - """ - pass - - @abstractmethod def step(self, action): """ On each timestep, the agent chooses an action for the previous @@ -48,34 +30,18 @@ def step(self, action): observation, *state_t+1*, the reward and whether the episode is done or not. + Each of the value returned is produced by implementations of + other abstract methods defined below. + observation: The next observation from the environment reward: The amount of reward awarded on this step is_done: Whether the episode is done - info: Diagnostic information mostly useful for debugging. + info: Diagnostic information mostly useful for debugging :param action: The agent's action :return: tuple, (observation, reward, is_done, info) """ - pass - - @abstractmethod - def get_reward(self, action): - """ - Calculates and returns the reward for this step. - - :param action: The agent's action - :return: The amount of reward awarded on this step - """ - pass - - @abstractmethod - def is_done(self): - """ - Used to inform the agent that the problem is solved. - - :return: bool, True if the episode is done - """ - pass + raise NotImplementedError def reset(self): """ @@ -93,8 +59,9 @@ def reset(self): :return: default observation provided by get_default_observation() """ - self.supervisor.simulationReset() - self.supervisor.simulationResetPhysics() + self.simulationReset() + self.simulationResetPhysics() + super().step(int(self.getBasicTimeStep())) return self.get_default_observation() def get_default_observation(self): @@ -105,12 +72,46 @@ def get_default_observation(self): :return: list-like, contains default agent observation """ - return NotImplementedError + raise NotImplementedError + + def get_observations(self): + """ + Return the observations of the robot. For example, metrics from + sensors, a camera image, etc. + + This method is use-case specific and needs to be implemented + by the user. + + :returns: An object of observations + """ + raise NotImplementedError + + def get_reward(self, action): + """ + Calculates and returns the reward for this step. + + This method is use-case specific and needs to be implemented + by the user. + + :param action: The agent's action + :return: The amount of reward awarded on this step + """ + raise NotImplementedError + + def is_done(self): + """ + Used to inform the agent that the problem is solved. + + This method is use-case specific and needs to be implemented + by the user. + + :return: bool, True if the episode is done + """ + raise NotImplementedError - @abstractmethod def get_info(self): """ This method can be implemented to return any diagnostic information on each step, e.g. for debugging purposes. """ - pass + raise NotImplementedError From 54bd8a243ac333a378aaf9c40ca77ff8e7b41764 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 19:05:20 +0200 Subject: [PATCH 03/68] Major refactoring and docstrings --- .../supervisor_emitter_receiver.py | 105 +++++++++++++++--- 1 file changed, 88 insertions(+), 17 deletions(-) diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index 0d851e2..dd5c78f 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -1,19 +1,31 @@ -from abc import abstractmethod from collections.abc import Iterable from .supervisor_env import SupervisorEnv class SupervisorEmitterReceiver(SupervisorEnv): - def __init__(self, - emitter_name="emitter", - receiver_name="receiver", - time_step=None): + """ + This is the base class for the emitter - receiver scheme. + Subclasses implement a variety of communication formats such as CSV + messages. + """ + def __init__(self, emitter_name="emitter", receiver_name="receiver", + time_step=None): + """ + The constructor sets up the time_step and calls the method that + initializes the emitter and receiver devices with the names provided. + + :param emitter_name: The name of the emitter device on the + supervisor node + :param receiver_name: The name of the receiver device on the + supervisor node + :param time_step: The supervisor controller timestep + """ super(SupervisorEmitterReceiver, self).__init__() if time_step is None: - self.timestep = int(self.supervisor.getBasicTimeStep()) + self.timestep = int(self.getBasicTimeStep()) else: self.timestep = time_step @@ -22,13 +34,31 @@ def __init__(self, self.initialize_comms(emitter_name, receiver_name) def initialize_comms(self, emitter_name, receiver_name): - self.emitter = self.supervisor.getEmitter(emitter_name) - self.receiver = self.supervisor.getReceiver(receiver_name) + """ + Initializes the emitter and receiver devices with the names provided. + + :param emitter_name: The name of the emitter device on the + supervisor node + :param receiver_name: The name of the receiver device on the + supervisor node + """ + self.emitter = self.getEmitter(emitter_name) + self.receiver = self.getReceiver(receiver_name) self.receiver.enable(self.timestep) - return self.emitter, self.receiver def step(self, action): - if self.supervisor.step(self.timestep) == -1: + """ + The basic step method that steps the controller, + calls the method that sends the action through the emitter + and returns the (observations, reward, done, info) object. + + :param action: Whatever the use-case uses as an action, e.g. + an integer representing discrete actions + :type action: Defined by the implementation of handle_emitter + :return: (observations, reward, done, info) as provided by the + corresponding methods as implemented for the use-case + """ + if self.step(self.timestep) == -1: exit() self.handle_emitter(action) @@ -39,27 +69,60 @@ def step(self, action): self.get_info(), ) - @abstractmethod def handle_emitter(self, action): - pass + """ + This method is implemented by subclasses depending on the + communication format used. + + :param action: The action that is sent through the emitter device + to the robot, e.g. an integer representing discrete actions + """ + raise NotImplementedError - @abstractmethod def handle_receiver(self): - pass + """ + This method is implemented by subclasses depending on the + communication format used. + """ + raise NotImplementedError def get_timestep(self): + # TODO maybe remove this altogether and make self.timestep + # a pythonic class property. Print deprecation warning for + # next version? return self.timestep class SupervisorCSV(SupervisorEmitterReceiver): - def __init__(self, - emitter_name="emitter", - receiver_name="receiver", + """ + This class implements the emitter-receiver scheme using Comma Separated + Values. + """ + def __init__(self, emitter_name="emitter", receiver_name="receiver", time_step=None): + """ + The constructor just passes the arguments provided to the parent + class contructor. + + :param emitter_name: The name of the emitter device on the + supervisor node + :param receiver_name: The name of the receiver device on the + supervisor node + :param time_step: The supervisor controller timestep + """ super(SupervisorCSV, self).__init__(emitter_name, receiver_name, time_step) def handle_emitter(self, action): + """ + Implementation of the handle_emitter method expecting an iterable + with Comma Separated Values (CSV). + + :param action: Whatever the use-case uses as an action, e.g. + an integer representing discrete actions + :type action: Iterable, for multiple values the CSV format is + required, e.g. [0, 1] for two actions + """ assert isinstance(action, Iterable), \ "The action object should be Iterable" @@ -67,6 +130,14 @@ def handle_emitter(self, action): self.emitter.send(message) def handle_receiver(self): + """ + Implementation of the handle_receiver method expecting an iterable + with Comma Separated Values (CSV). + + :return: Returns the message received from the robot, returns None + if no message is received + :rtype: List of string values + """ if self.receiver.getQueueLength() > 0: string_message = self.receiver.getData().decode("utf-8") self.receiver.nextPacket() From 287f7efae8782cf97ac3bc97b5e175e2e207da3f Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 19:17:53 +0200 Subject: [PATCH 04/68] initialize_comms returns the emitter and receiver similar to robot_emitter_receiver.py for consistency --- .../controllers/supervisor_emitter_receiver.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index dd5c78f..0593302 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -29,9 +29,8 @@ def __init__(self, emitter_name="emitter", receiver_name="receiver", else: self.timestep = time_step - self.emitter = None - self.receiver = None - self.initialize_comms(emitter_name, receiver_name) + self.emitter, self.receiver = self.initialize_comms( + emitter_name, receiver_name) def initialize_comms(self, emitter_name, receiver_name): """ @@ -42,9 +41,10 @@ def initialize_comms(self, emitter_name, receiver_name): :param receiver_name: The name of the receiver device on the supervisor node """ - self.emitter = self.getEmitter(emitter_name) - self.receiver = self.getReceiver(receiver_name) - self.receiver.enable(self.timestep) + emitter = self.getEmitter(emitter_name) + receiver = self.getReceiver(receiver_name) + receiver.enable(self.timestep) + return emitter, receiver def step(self, action): """ From ee58fb2b19f0c2043cefc104d2ac273da49afea5 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:11:09 +0200 Subject: [PATCH 05/68] Some fixes in docstrings, removed ABC abstract and timestep->time_step for consistency with supervisor classes --- .../controllers/robot_emitter_receiver.py | 37 +++++++++---------- 1 file changed, 18 insertions(+), 19 deletions(-) diff --git a/deepbots/robots/controllers/robot_emitter_receiver.py b/deepbots/robots/controllers/robot_emitter_receiver.py index e2c482c..6e2288c 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver.py +++ b/deepbots/robots/controllers/robot_emitter_receiver.py @@ -1,24 +1,23 @@ -from abc import ABC, abstractmethod - from controller import Robot -class RobotEmitterReceiver(ABC): +class RobotEmitterReceiver: """ This RobotEmitterReceiver implements only the most basic run method, that - steps the robot and calls the handleEmitter, handleReceiver methods that + steps the robot and calls the handle_emitter, handle_receiver methods that are needed for communication with the supervisor. This class must be inherited by all robot controllers created by the user - and the handleEmitter, handleReceiver, initialize_comms methods are all - abstract and need to be implemented, according to their docstrings. For a + and the handle_emitter, handle_receiver, initialize_comms methods are all + abstract and need to be implemented according to their docstrings. For a simpler RobotController that implements the methods in a basic form - inherit the RobotEmitterReceiver class. + inherit the RobotEmitterReceiverCSV subclass or other emitter-receiver + subclasses. """ def __init__(self, emitter_name="emitter", receiver_name="receiver", - timestep=None): + time_step=None): """ The basic robot constructor. @@ -28,30 +27,32 @@ def __init__(self, Also initializes the emitter and the receiver used to communicate with the supervisor, using the initialize_comms() method which must be implemented by the user. The two methods handle_emitter() and - handle_receiver() must also be implemented by the user. + handle_receiver() are also implemented by the user. For the step argument see relevant Webots documentation: https://cyberbotics.com/doc/guide/controller-programming#the-step-and-wb_robot_step-functions - :param timestep: float, positive or None + :param time_step: int, positive or None """ self.robot = Robot() - if timestep is None: + if time_step is None: self.timestep = int(self.robot.getBasicTimeStep()) else: - self.timestep = timestep + self.timestep = time_step self.emitter, self.receiver = self.initialize_comms( emitter_name, receiver_name) def get_timestep(self): + # TODO maybe remove this altogether and make self.timestep + # a pythonic class property. Print deprecation warning for + # next version? return self.timestep - @abstractmethod def initialize_comms(self, emitter_name, receiver_name): """ - This method should initialize and the return emitter and receiver in a + This method should initialize and return the emitter and receiver in a tuple as expected by the constructor. A basic example implementation can be: @@ -63,18 +64,16 @@ def initialize_comms(self, emitter_name, receiver_name): :return: (emitter, receiver) tuple, as initialized """ - pass + raise NotImplementedError - @abstractmethod def handle_emitter(self): """ This method should take data from the robot, eg. sensor data, parse it into a message and use the robot's emitter to send it to the supervisor. This message will be used as the observation of the robot. """ - pass + raise NotImplementedError - @abstractmethod def handle_receiver(self): """ This method should take data through the receiver in the form of a @@ -83,7 +82,7 @@ def handle_receiver(self): For example the message might include a motor speed, which should be parsed and applied to the robot's motor. """ - pass + raise NotImplementedError def run(self): """ From 35480aa138d84259113a26c032316291fc777ea6 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:12:43 +0200 Subject: [PATCH 06/68] Some improvements in the docstrings, refactored import and timestep->time_step for consistency --- .../controllers/robot_emitter_receiver_csv.py | 37 +++++++++++++------ 1 file changed, 26 insertions(+), 11 deletions(-) diff --git a/deepbots/robots/controllers/robot_emitter_receiver_csv.py b/deepbots/robots/controllers/robot_emitter_receiver_csv.py index c2c7073..104fff4 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver_csv.py +++ b/deepbots/robots/controllers/robot_emitter_receiver_csv.py @@ -1,27 +1,43 @@ -from abc import abstractmethod from collections.abc import Iterable -from .robot_emitter_receiver import RobotEmitterReceiver +from deepbots.robots.controllers.robot_emitter_receiver import \ + RobotEmitterReceiver class RobotEmitterReceiverCSV(RobotEmitterReceiver): """ Basic implementation of a robot that can emit and receive messages to/from - the supervisor in string utf-8 form that are comma separated, i.e. a list. + the supervisor in string utf-8 form that are Comma Separated Values, + i.e. a list. """ def __init__(self, emitter_name="emitter", receiver_name="receiver", - timestep=None): - super().__init__(timestep=timestep) + time_step=None): + """ + The constructor just passes the arguments provided to the parent + class contructor. + + :param emitter_name: The name of the emitter device on the + robot node, defaults to "emitter" + :param receiver_name: The name of the receiver device on the + robot node, defaults to "receiver" + :param time_step: The robot controller timestep, defaults to None + """ + super().__init__(emitter_name, receiver_name, + time_step) def initialize_comms(self, emitter_name, receiver_name): """ This method implements the basic emitter/receiver initialization that - assumes that an emitter and a receiver components are present on the + assumes that an emitter and a receiver component are present on the Webots robot with appropriate DEFs ("emitter"/"receiver"). - :return: emitter and receiver references + :param emitter_name: The name of the emitter device on the + supervisor node + :param receiver_name: The name of the receiver device on the + supervisor node + :return: The initialized emitter and receiver references """ emitter = self.robot.getEmitter("emitter") receiver = self.robot.getReceiver("receiver") @@ -70,7 +86,6 @@ def handle_receiver(self): self.receiver.nextPacket() - @abstractmethod def create_message(self): """ This method should be implemented to convert whatever data the robot @@ -79,13 +94,13 @@ def create_message(self): :return: a list or a comma-separated string containing all data """ - pass + raise NotImplementedError - @abstractmethod def use_message_data(self, message): """ This method should be implemented to apply whatever actions the message (received from the supervisor) contains. + :param message: list containing data received from the supervisor """ - pass + raise NotImplementedError From 244afc4f5b5d06c923e23e6a3ab933a4e68c7b33 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:14:44 +0200 Subject: [PATCH 07/68] Removed ABC, docstrings improvements, gym integration --- .../controllers/robot_supervisor.py | 35 +++++++++++-------- 1 file changed, 20 insertions(+), 15 deletions(-) diff --git a/deepbots/supervisor/controllers/robot_supervisor.py b/deepbots/supervisor/controllers/robot_supervisor.py index 82bf104..013bfda 100644 --- a/deepbots/supervisor/controllers/robot_supervisor.py +++ b/deepbots/supervisor/controllers/robot_supervisor.py @@ -1,16 +1,15 @@ -from abc import abstractmethod - from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv class RobotSupervisor(SupervisorEnv): """ The RobotSupervisor class implements both a robot controller and a - supervisor RL environment. This class can be used when there is no - need to separate the Robot from the Supervisor, or the observations of - the robot are too big to be packaged in messages, e.g. high resolution - images from a camera, that introduce a bottleneck and reduce - performance significantly. + supervisor RL environment, referred to as Robot-Supervisor scheme. + + This class can be used when there is no need to separate the Robot + from the Supervisor, or the observations of the robot are too big + to be packaged in messages, e.g. high resolution images from a camera, + that introduce a bottleneck and reduce performance significantly. Controllers that inherit this method *must* run on Robot nodes that have supervisor privileges. @@ -30,22 +29,29 @@ def __init__(self, time_step=None): super(RobotSupervisor, self).__init__() if time_step is None: - self.timestep = int(self.supervisor.getBasicTimeStep()) + self.timestep = int(self.getBasicTimeStep()) else: self.timestep = time_step def get_timestep(self): + # TODO maybe remove this altogether and make self.timestep + # a pythonic class property. Print deprecation warning for + # next version? return self.timestep def step(self, action): """ - Default step implementation that contains a Webots step conditional - for terminating properly. + The basic step method that steps the controller, + calls the method that applies the action on the robot + and returns the (observations, reward, done, info) object. - :param action: The agent's action - :return: tuple, (observation, reward, is_done, info) + :param action: Whatever the use-case uses as an action, e.g. + an integer representing discrete actions + :type action: Defined by the implementation of handle_emitter + :return: tuple, (observations, reward, done, info) as provided by the + corresponding methods as implemented for the use-case """ - if self.supervisor.step(self.timestep) == -1: + if self.step(self.timestep) == -1: exit() self.apply_action(action) @@ -56,7 +62,6 @@ def step(self, action): self.get_info(), ) - @abstractmethod def apply_action(self, action): """ This method should be implemented to apply whatever actions the @@ -71,4 +76,4 @@ def apply_action(self, action): :param action: list, containing action data """ - pass + raise NotImplementedError From 51afd8ed1133221f6c991980a9be1429efc936c0 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:15:32 +0200 Subject: [PATCH 08/68] Reverted arg formatting and refactored import --- .../controllers/supervisor_emitter_receiver.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index 0593302..de24301 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -1,6 +1,6 @@ from collections.abc import Iterable -from .supervisor_env import SupervisorEnv +from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv class SupervisorEmitterReceiver(SupervisorEnv): @@ -10,7 +10,9 @@ class SupervisorEmitterReceiver(SupervisorEnv): Subclasses implement a variety of communication formats such as CSV messages. """ - def __init__(self, emitter_name="emitter", receiver_name="receiver", + def __init__(self, + emitter_name="emitter", + receiver_name="receiver", time_step=None): """ The constructor sets up the time_step and calls the method that @@ -40,6 +42,7 @@ def initialize_comms(self, emitter_name, receiver_name): supervisor node :param receiver_name: The name of the receiver device on the supervisor node + :return: The initialized emitter and receiver references """ emitter = self.getEmitter(emitter_name) receiver = self.getReceiver(receiver_name) @@ -98,7 +101,9 @@ class SupervisorCSV(SupervisorEmitterReceiver): This class implements the emitter-receiver scheme using Comma Separated Values. """ - def __init__(self, emitter_name="emitter", receiver_name="receiver", + def __init__(self, + emitter_name="emitter", + receiver_name="receiver", time_step=None): """ The constructor just passes the arguments provided to the parent From de0b972942d977d07e889a1bd4bc014f8cf2e001 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:51:17 +0200 Subject: [PATCH 09/68] Fixed multiple inheritance issue in step --- deepbots/supervisor/controllers/robot_supervisor.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/deepbots/supervisor/controllers/robot_supervisor.py b/deepbots/supervisor/controllers/robot_supervisor.py index 013bfda..da4f400 100644 --- a/deepbots/supervisor/controllers/robot_supervisor.py +++ b/deepbots/supervisor/controllers/robot_supervisor.py @@ -1,4 +1,5 @@ from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv +from controller import Supervisor class RobotSupervisor(SupervisorEnv): @@ -51,7 +52,7 @@ def step(self, action): :return: tuple, (observations, reward, done, info) as provided by the corresponding methods as implemented for the use-case """ - if self.step(self.timestep) == -1: + if super(Supervisor, self).step(self.timestep) == -1: exit() self.apply_action(action) From fca88ac4143aabcb474c76e46b64d1b856499853 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:55:24 +0200 Subject: [PATCH 10/68] Fixed multiple inheritance issue in step for supervisor_emitter_receiver.py --- deepbots/supervisor/controllers/supervisor_emitter_receiver.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index de24301..ecff08d 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -1,6 +1,7 @@ from collections.abc import Iterable from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv +from controller import Supervisor class SupervisorEmitterReceiver(SupervisorEnv): @@ -61,7 +62,7 @@ def step(self, action): :return: (observations, reward, done, info) as provided by the corresponding methods as implemented for the use-case """ - if self.step(self.timestep) == -1: + if super(Supervisor, self).step(self.timestep) == -1: exit() self.handle_emitter(action) From 244d8396e0a5109815f3be85e17cca5d89380df4 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 20:58:17 +0200 Subject: [PATCH 11/68] Minor typo --- deepbots/supervisor/controllers/supervisor_env.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/deepbots/supervisor/controllers/supervisor_env.py b/deepbots/supervisor/controllers/supervisor_env.py index c730818..b922fd6 100644 --- a/deepbots/supervisor/controllers/supervisor_env.py +++ b/deepbots/supervisor/controllers/supervisor_env.py @@ -30,7 +30,7 @@ def step(self, action): observation, *state_t+1*, the reward and whether the episode is done or not. - Each of the value returned is produced by implementations of + Each of the values returned is produced by implementations of other abstract methods defined below. observation: The next observation from the environment From d1b53e6ff1e3938e745f089930d3c771e91c084b Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Mon, 15 Feb 2021 21:02:33 +0200 Subject: [PATCH 12/68] Specified super class for calling step in reset method --- deepbots/supervisor/controllers/supervisor_env.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/deepbots/supervisor/controllers/supervisor_env.py b/deepbots/supervisor/controllers/supervisor_env.py index b922fd6..78a58f0 100644 --- a/deepbots/supervisor/controllers/supervisor_env.py +++ b/deepbots/supervisor/controllers/supervisor_env.py @@ -61,7 +61,7 @@ def reset(self): """ self.simulationReset() self.simulationResetPhysics() - super().step(int(self.getBasicTimeStep())) + super(Supervisor, self).step(int(self.getBasicTimeStep())) return self.get_default_observation() def get_default_observation(self): From 5dd167d8a6618bab5770d0da8bd0a26612d3e639 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Tue, 16 Feb 2021 13:29:48 +0200 Subject: [PATCH 13/68] Renamed timestep, get_timestep deprecation warning, timestep into property --- .../controllers/robot_emitter_receiver.py | 35 +++++++++++++++---- 1 file changed, 28 insertions(+), 7 deletions(-) diff --git a/deepbots/robots/controllers/robot_emitter_receiver.py b/deepbots/robots/controllers/robot_emitter_receiver.py index 6e2288c..606d11b 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver.py +++ b/deepbots/robots/controllers/robot_emitter_receiver.py @@ -1,3 +1,4 @@ +from warnings import warn, simplefilter from controller import Robot @@ -17,7 +18,7 @@ class RobotEmitterReceiver: def __init__(self, emitter_name="emitter", receiver_name="receiver", - time_step=None): + timestep=None): """ The basic robot constructor. @@ -32,24 +33,44 @@ def __init__(self, For the step argument see relevant Webots documentation: https://cyberbotics.com/doc/guide/controller-programming#the-step-and-wb_robot_step-functions - :param time_step: int, positive or None + :param timestep: int, positive or None """ self.robot = Robot() - if time_step is None: + if timestep is None: self.timestep = int(self.robot.getBasicTimeStep()) else: - self.timestep = time_step + self.timestep = timestep self.emitter, self.receiver = self.initialize_comms( emitter_name, receiver_name) def get_timestep(self): - # TODO maybe remove this altogether and make self.timestep - # a pythonic class property. Print deprecation warning for - # next version? + # The filter is required so as to not ignore the Deprecation warning + simplefilter("once") + warn("get_timestep is deprecated, use .timestep instead", + DeprecationWarning) return self.timestep + @property + def timestep(self): + """ + Getter of _timestep field. Timestep is defined in milliseconds + + :return: The timestep of the controller in milliseconds + """ + return self._timestep + + @timestep.setter + def timestep(self, value): + """ + Setter of timestep field. Automatically converts to int as + required by Webots. + + :param value: The new controller timestep in milliseconds + """ + self._timestep = int(value) + def initialize_comms(self, emitter_name, receiver_name): """ This method should initialize and return the emitter and receiver in a From a97091d7f64ceaadf5aab49992eaa4905ac0dad3 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Tue, 16 Feb 2021 13:30:00 +0200 Subject: [PATCH 14/68] Renamed timestep --- deepbots/robots/controllers/robot_emitter_receiver_csv.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/deepbots/robots/controllers/robot_emitter_receiver_csv.py b/deepbots/robots/controllers/robot_emitter_receiver_csv.py index 104fff4..63025da 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver_csv.py +++ b/deepbots/robots/controllers/robot_emitter_receiver_csv.py @@ -13,7 +13,7 @@ class RobotEmitterReceiverCSV(RobotEmitterReceiver): def __init__(self, emitter_name="emitter", receiver_name="receiver", - time_step=None): + timestep=None): """ The constructor just passes the arguments provided to the parent class contructor. @@ -22,10 +22,10 @@ class contructor. robot node, defaults to "emitter" :param receiver_name: The name of the receiver device on the robot node, defaults to "receiver" - :param time_step: The robot controller timestep, defaults to None + :param timestep: The robot controller timestep, defaults to None """ super().__init__(emitter_name, receiver_name, - time_step) + timestep) def initialize_comms(self, emitter_name, receiver_name): """ From c3340db9b99f4e499f4ac628baa741590cbbfd43 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Tue, 16 Feb 2021 13:30:08 +0200 Subject: [PATCH 15/68] Renamed timestep, get_timestep deprecation warning, timestep into property --- .../controllers/robot_supervisor.py | 33 +++++++++++++++---- 1 file changed, 27 insertions(+), 6 deletions(-) diff --git a/deepbots/supervisor/controllers/robot_supervisor.py b/deepbots/supervisor/controllers/robot_supervisor.py index da4f400..50675ca 100644 --- a/deepbots/supervisor/controllers/robot_supervisor.py +++ b/deepbots/supervisor/controllers/robot_supervisor.py @@ -1,3 +1,4 @@ +from warnings import warn, simplefilter from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv from controller import Supervisor @@ -26,20 +27,40 @@ class RobotSupervisor(SupervisorEnv): action, e.g. motor speeds. Note that apply_action() is called during step(). """ - def __init__(self, time_step=None): + def __init__(self, timestep=None): super(RobotSupervisor, self).__init__() - if time_step is None: + if timestep is None: self.timestep = int(self.getBasicTimeStep()) else: - self.timestep = time_step + self.timestep = timestep def get_timestep(self): - # TODO maybe remove this altogether and make self.timestep - # a pythonic class property. Print deprecation warning for - # next version? + # The filter is required so as to not ignore the Deprecation warning + simplefilter("once") + warn("get_timestep is deprecated, use .timestep instead", + DeprecationWarning) return self.timestep + @property + def timestep(self): + """ + Getter of _timestep field. Timestep is defined in milliseconds + + :return: The timestep of the controller in milliseconds + """ + return self._timestep + + @timestep.setter + def timestep(self, value): + """ + Setter of timestep field. Automatically converts to int as + required by Webots. + + :param value: The new controller timestep in milliseconds + """ + self._timestep = int(value) + def step(self, action): """ The basic step method that steps the controller, From 29025420f3c75ace896428f919cac8207a38dc47 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Tue, 16 Feb 2021 13:30:15 +0200 Subject: [PATCH 16/68] Renamed timestep, get_timestep deprecation warning, timestep into property --- .../supervisor_emitter_receiver.py | 43 ++++++++++++++----- 1 file changed, 32 insertions(+), 11 deletions(-) diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index ecff08d..7f0cf70 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -1,4 +1,5 @@ from collections.abc import Iterable +from warnings import warn, simplefilter from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv from controller import Supervisor @@ -14,23 +15,23 @@ class SupervisorEmitterReceiver(SupervisorEnv): def __init__(self, emitter_name="emitter", receiver_name="receiver", - time_step=None): + timestep=None): """ - The constructor sets up the time_step and calls the method that + The constructor sets up the timestep and calls the method that initializes the emitter and receiver devices with the names provided. :param emitter_name: The name of the emitter device on the supervisor node :param receiver_name: The name of the receiver device on the supervisor node - :param time_step: The supervisor controller timestep + :param timestep: The supervisor controller timestep """ super(SupervisorEmitterReceiver, self).__init__() - if time_step is None: + if timestep is None: self.timestep = int(self.getBasicTimeStep()) else: - self.timestep = time_step + self.timestep = timestep self.emitter, self.receiver = self.initialize_comms( emitter_name, receiver_name) @@ -91,11 +92,31 @@ def handle_receiver(self): raise NotImplementedError def get_timestep(self): - # TODO maybe remove this altogether and make self.timestep - # a pythonic class property. Print deprecation warning for - # next version? + # The filter is required so as to not ignore the Deprecation warning + simplefilter("once") + warn("get_timestep is deprecated, use .timestep instead", + DeprecationWarning) return self.timestep + @property + def timestep(self): + """ + Getter of _timestep field. Timestep is defined in milliseconds + + :return: The timestep of the controller in milliseconds + """ + return self._timestep + + @timestep.setter + def timestep(self, value): + """ + Setter of timestep field. Automatically converts to int as + required by Webots. + + :param value: The new controller timestep in milliseconds + """ + self._timestep = int(value) + class SupervisorCSV(SupervisorEmitterReceiver): """ @@ -105,7 +126,7 @@ class SupervisorCSV(SupervisorEmitterReceiver): def __init__(self, emitter_name="emitter", receiver_name="receiver", - time_step=None): + timestep=None): """ The constructor just passes the arguments provided to the parent class contructor. @@ -114,10 +135,10 @@ class contructor. supervisor node :param receiver_name: The name of the receiver device on the supervisor node - :param time_step: The supervisor controller timestep + :param timestep: The supervisor controller timestep """ super(SupervisorCSV, self).__init__(emitter_name, receiver_name, - time_step) + timestep) def handle_emitter(self, action): """ From 88497bbbe56565f74e074bf719e0f6f94eb164f1 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Tue, 16 Feb 2021 13:34:59 +0200 Subject: [PATCH 17/68] Fixed emitter-receiver names unused arguments --- deepbots/robots/controllers/robot_emitter_receiver_csv.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/deepbots/robots/controllers/robot_emitter_receiver_csv.py b/deepbots/robots/controllers/robot_emitter_receiver_csv.py index 63025da..64b42ae 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver_csv.py +++ b/deepbots/robots/controllers/robot_emitter_receiver_csv.py @@ -39,8 +39,8 @@ def initialize_comms(self, emitter_name, receiver_name): supervisor node :return: The initialized emitter and receiver references """ - emitter = self.robot.getEmitter("emitter") - receiver = self.robot.getReceiver("receiver") + emitter = self.robot.getEmitter(emitter_name) + receiver = self.robot.getReceiver(receiver_name) receiver.enable(self.timestep) return emitter, receiver From 48a8df723d86493db01756637895ba626fee4692 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Feb 2021 14:05:24 +0200 Subject: [PATCH 18/68] Add all-contributors bot --- .all-contributorsrc | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 .all-contributorsrc diff --git a/.all-contributorsrc b/.all-contributorsrc new file mode 100644 index 0000000..81bbddb --- /dev/null +++ b/.all-contributorsrc @@ -0,0 +1,17 @@ +{ + "files": ["README.md"], + "imageSize": 100, + "contributorsPerLine": 7, + "contributorsSortAlphabetically": false, + "badgeTemplate": "[![All Contributors](https://img.shields.io/badge/all_contributors-<%= contributors.length %>-orange.svg?style=flat-square)](#contributors)", + "contributorTemplate": "\">\" width=\"<%= options.imageSize %>px;\" alt=\"\"/>
<%= contributor.name %>", + "types": { + "custom": { + "symbol": "🔭", + "description": "A custom contribution type.", + "link": "[<%= symbol %>](<%= url %> \"<%= description %>\")," + } + }, + "skipCi": "true", + "contributors": [] +} From 9cb92b4d676825ab0c43324c34bcec1b6499121f Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 13:46:12 +0000 Subject: [PATCH 19/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 22 +++++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 81bbddb..6f7a8c6 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -1,5 +1,7 @@ { - "files": ["README.md"], + "files": [ + "README.md" + ], "imageSize": 100, "contributorsPerLine": 7, "contributorsSortAlphabetically": false, @@ -12,6 +14,20 @@ "link": "[<%= symbol %>](<%= url %> \"<%= description %>\")," } }, - "skipCi": "true", - "contributors": [] + "skipCi": true, + "contributors": [ + { + "login": "KelvinYang0320", + "name": "Jiun Kai Yang", + "avatar_url": "https://avatars.githubusercontent.com/u/49781698?v=4", + "profile": "https://www.linkedin.com/in/kelvin-yang-b7b508198/", + "contributions": [ + "code" + ] + } + ], + "projectName": "deepbots", + "projectOwner": "aidudezzz", + "repoType": "github", + "repoHost": "https://github.com" } From 65c56017ea255aebf2137e43737edabecc608375 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Feb 2021 15:53:38 +0200 Subject: [PATCH 20/68] Make README.md to support all-contributors --- .all-contributorsrc | 9 ---- .isort.cfg | 2 +- README.md | 101 ++++++++++++++++++++++++++------------------ 3 files changed, 60 insertions(+), 52 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 6f7a8c6..b8211ac 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -16,15 +16,6 @@ }, "skipCi": true, "contributors": [ - { - "login": "KelvinYang0320", - "name": "Jiun Kai Yang", - "avatar_url": "https://avatars.githubusercontent.com/u/49781698?v=4", - "profile": "https://www.linkedin.com/in/kelvin-yang-b7b508198/", - "contributions": [ - "code" - ] - } ], "projectName": "deepbots", "projectOwner": "aidudezzz", diff --git a/.isort.cfg b/.isort.cfg index f3b067f..4f287f5 100644 --- a/.isort.cfg +++ b/.isort.cfg @@ -1,2 +1,2 @@ [settings] -known_third_party = controller,numpy,setuptools,tensorboardX +known_third_party = controller,gym,numpy,setuptools,tensorboardX diff --git a/README.md b/README.md index c2ed0b4..4ab14f3 100644 --- a/README.md +++ b/README.md @@ -142,26 +142,27 @@ those who are familiar with the OpenAI gym environment. More specifically, algorithms and follows the OpenAI Gym environment logic. The Deepbots framework provides different levels of abstraction according to the user's needs. Moreover, a goal of the framework is to provide different wrappers for a wide -range of robots. +range of robots. Deepbots also provides a default implementation of the `reset()` method, -leveraging Webots' built-in simulation reset functions, removing the need -for the user to implement reset procedures for simpler use-cases. It is -always possible to override this method and implement any custom reset -procedure, as needed. +leveraging Webots' built-in simulation reset functions, removing the need for +the user to implement reset procedures for simpler use-cases. It is always +possible to override this method and implement any custom reset procedure, as +needed. #### Emitter - receiver scheme -Currently, the communication between the `Supervisor` and the -`Robot` is achieved via an `emitter` and a `receiver`. Separating the `Supervisor` -from the `Robot`, deepbots can fit a variety of use-cases, e.g. multiple -`Robots` collecting experience and a `Supervisor` controlling them with a single -agent. The way Webots implements `emitter`/`receiver` communication requires messages -to be packed and unpacked, which introduces an overhead that becomes prohibiting in -use-cases where the observations are high-dimensional or long, such as camera images. -Deepbots provides another partially abstract class that combines the `Supervisor` -and the `Robot` into one controller and circumvents that issue, while being less -flexible, which is discussed [later](#combined-robot-supervisor-scheme). +Currently, the communication between the `Supervisor` and the `Robot` is +achieved via an `emitter` and a `receiver`. Separating the `Supervisor` from +the `Robot`, deepbots can fit a variety of use-cases, e.g. multiple `Robots` +collecting experience and a `Supervisor` controlling them with a single agent. +The way Webots implements `emitter`/`receiver` communication requires messages +to be packed and unpacked, which introduces an overhead that becomes +prohibiting in use-cases where the observations are high-dimensional or long, +such as camera images. Deepbots provides another partially abstract class that +combines the `Supervisor` and the `Robot` into one controller and circumvents +that issue, while being less flexible, which is discussed +[later](#combined-robot-supervisor-scheme).

@@ -170,16 +171,16 @@ flexible, which is discussed [later](#combined-robot-supervisor-scheme). On one hand, the `emitter` is an entity which is provided by Webots, that broadcasts messages to the world. On the other hand, the `receiver` is an entity that is used to receive messages from the `World`. Consequently, the -agent-environment loop is transformed accordingly. Firstly, the `Robot` uses its -sensors to retrieve the observation from the `World` and in turn uses the `emitter` -component to broadcast this observation. Secondly, the `Supervisor` receives the -observation via the `receiver` component and in turn, the agent uses it to choose -an action. It should be noted that the observation the agent uses might be -extended from the `Supervisor`. For example, a model might use LiDAR sensors -installed on the `Robot`, but also the Euclidean distance between the `Robot` and -an object. As it is expected, the `Robot` does not know the Euclidean distance, -only the `Supervisor` can calculate it, because it has access to all entities in -the `World`. +agent-environment loop is transformed accordingly. Firstly, the `Robot` uses +its sensors to retrieve the observation from the `World` and in turn uses the +`emitter` component to broadcast this observation. Secondly, the `Supervisor` +receives the observation via the `receiver` component and in turn, the agent +uses it to choose an action. It should be noted that the observation the agent +uses might be extended from the `Supervisor`. For example, a model might use +LiDAR sensors installed on the `Robot`, but also the Euclidean distance between +the `Robot` and an object. As it is expected, the `Robot` does not know the +Euclidean distance, only the `Supervisor` can calculate it, because it has +access to all entities in the `World`.

@@ -187,14 +188,14 @@ the `World`. #### Combined Robot-Supervisor scheme -As mentioned earlier, in use-cases where the observation transmitted between -the `Robot` and the `Supervisor` is high-dimensional or long, e.g. high resolution -images taken from a camera, a significant overhead is introduced. This is circumvented -by inheriting and implementing the partially abstract `RobotSupervisor` that combines -the `Robot controller` and the `Supervisor Controller` into one, forgoing all -`emitter`/`receiver` communication. This new controller runs on the `Robot`, but -requires `Supervisor` privileges and is limited to one `Robot`, one `Supervisor`. - +As mentioned earlier, in use-cases where the observation transmitted between +the `Robot` and the `Supervisor` is high-dimensional or long, e.g. high +resolution images taken from a camera, a significant overhead is introduced. +This is circumvented by inheriting and implementing the partially abstract +`RobotSupervisor` that combines the `Robot controller` and the +`Supervisor Controller` into one, forgoing all `emitter`/`receiver` +communication. This new controller runs on the `Robot`, but requires +`Supervisor` privileges and is limited to one `Robot`, one `Supervisor`. ### Abstraction Levels @@ -203,15 +204,31 @@ aim of the framework is to enable people to use Reinforcement Learning in Webots. More specifically, we can consider deepbots as a wrapper of Webots exposing an OpenAI gym style interface. For this reason there are multiple levels of abstraction. For example, a user can choose if they want to use CSV -`emitter`/`receiver` or if they want to make an implementation from scratch. -In the top level of the abstraction hierarchy is the `SupervisorEnv` which is the +`emitter`/`receiver` or if they want to make an implementation from scratch. In +the top level of the abstraction hierarchy is the `SupervisorEnv` which is the OpenAI gym interface. Below that level there are partially implemented classes -with common functionality. These implementations aim to hide the communication +with common functionality. These implementations aim to hide the communication between the `Supervisor` and the `Robot`, as described in the two different -schemes ealier. Similarly, in the `emitter`/`receiver` scheme the `Robot` -also has different abstraction levels. According to their needs, users can choose -either to process the messages received from the `Supervisor` themselves or -use the existing implementations. +schemes ealier. Similarly, in the `emitter`/`receiver` scheme the `Robot` also +has different abstraction levels. According to their needs, users can choose +either to process the messages received from the `Supervisor` themselves or use +the existing implementations. + +### Acknowledgments + +This project has received funding from the European Union's Horizon 2020 +research and innovation programme under grant agreement No 871449 (OpenDR). +This publication reflects the authors’ views only. The European Commission is +not responsible for any use that may be made of the information it contains. + +## Contributors ✨ + + + + + +
+ + -### Acknowledgments -This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 871449 (OpenDR). This publication reflects the authors’ views only. The European Commission is not responsible for any use that may be made of the information it contains. + From 4b02ac5585229520dcb8730b2d7ece0a1aa31d39 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:00:50 +0000 Subject: [PATCH 21/68] docs: update README.md [skip ci] --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 4ab14f3..0e098b9 100644 --- a/README.md +++ b/README.md @@ -227,7 +227,11 @@ not responsible for any use that may be made of the information it contains. + + +

Manos Kirtas
+ From 7b245c0c5db07d8c695b8484d298e0427b273bdd Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:00:51 +0000 Subject: [PATCH 22/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index b8211ac..5066854 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -16,6 +16,15 @@ }, "skipCi": true, "contributors": [ + { + "login": "ManosMagnus", + "name": "Manos Kirtas", + "avatar_url": "https://avatars.githubusercontent.com/u/10010230?v=4", + "profile": "http://eakirtas.webpages.auth.gr/", + "contributions": [ + "code" + ] + } ], "projectName": "deepbots", "projectOwner": "aidudezzz", From 9cd9c5bc66786ee1ad6a8346e548dff2a1755a95 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:01:51 +0000 Subject: [PATCH 23/68] docs: update README.md [skip ci] --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0e098b9..afc0dcc 100644 --- a/README.md +++ b/README.md @@ -229,6 +229,7 @@ not responsible for any use that may be made of the information it contains. +

Manos Kirtas
Kostas Tsampazis
From 5ea4c5e38176e79fcb72b73d3727afe9883c0eda Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:01:52 +0000 Subject: [PATCH 24/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index 5066854..0b18e5e 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -24,6 +24,15 @@ "contributions": [ "code" ] + }, + { + "login": "tsampazk", + "name": "Kostas Tsampazis", + "avatar_url": "https://avatars.githubusercontent.com/u/27914645?v=4", + "profile": "https://github.com/tsampazk", + "contributions": [ + "code" + ] } ], "projectName": "deepbots", From 7595f010bc3e1b4f1414e58ed5e0dbda7f9c4353 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:02:34 +0000 Subject: [PATCH 25/68] docs: update README.md [skip ci] --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index afc0dcc..101add9 100644 --- a/README.md +++ b/README.md @@ -230,6 +230,7 @@ not responsible for any use that may be made of the information it contains.
Manos Kirtas
Kostas Tsampazis +
Jiun Kai Yang From 89fc18fda98a74ccf65e99d01160f3b249a5e174 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:02:35 +0000 Subject: [PATCH 26/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index 0b18e5e..a22a51f 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -33,6 +33,15 @@ "contributions": [ "code" ] + }, + { + "login": "KelvinYang0320", + "name": "Jiun Kai Yang", + "avatar_url": "https://avatars.githubusercontent.com/u/49781698?v=4", + "profile": "https://www.linkedin.com/in/kelvin-yang-b7b508198/", + "contributions": [ + "code" + ] } ], "projectName": "deepbots", From 591394bd5eb8327f1476a654c3aa312c830e8fc3 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Feb 2021 16:14:52 +0200 Subject: [PATCH 27/68] Fix all-contributors --- .all-contributorsrc | 51 --------------------------------------------- README.md | 18 ---------------- 2 files changed, 69 deletions(-) delete mode 100644 .all-contributorsrc diff --git a/.all-contributorsrc b/.all-contributorsrc deleted file mode 100644 index a22a51f..0000000 --- a/.all-contributorsrc +++ /dev/null @@ -1,51 +0,0 @@ -{ - "files": [ - "README.md" - ], - "imageSize": 100, - "contributorsPerLine": 7, - "contributorsSortAlphabetically": false, - "badgeTemplate": "[![All Contributors](https://img.shields.io/badge/all_contributors-<%= contributors.length %>-orange.svg?style=flat-square)](#contributors)", - "contributorTemplate": "\">\" width=\"<%= options.imageSize %>px;\" alt=\"\"/>
<%= contributor.name %>", - "types": { - "custom": { - "symbol": "🔭", - "description": "A custom contribution type.", - "link": "[<%= symbol %>](<%= url %> \"<%= description %>\")," - } - }, - "skipCi": true, - "contributors": [ - { - "login": "ManosMagnus", - "name": "Manos Kirtas", - "avatar_url": "https://avatars.githubusercontent.com/u/10010230?v=4", - "profile": "http://eakirtas.webpages.auth.gr/", - "contributions": [ - "code" - ] - }, - { - "login": "tsampazk", - "name": "Kostas Tsampazis", - "avatar_url": "https://avatars.githubusercontent.com/u/27914645?v=4", - "profile": "https://github.com/tsampazk", - "contributions": [ - "code" - ] - }, - { - "login": "KelvinYang0320", - "name": "Jiun Kai Yang", - "avatar_url": "https://avatars.githubusercontent.com/u/49781698?v=4", - "profile": "https://www.linkedin.com/in/kelvin-yang-b7b508198/", - "contributions": [ - "code" - ] - } - ], - "projectName": "deepbots", - "projectOwner": "aidudezzz", - "repoType": "github", - "repoHost": "https://github.com" -} diff --git a/README.md b/README.md index 101add9..71bc6fe 100644 --- a/README.md +++ b/README.md @@ -220,21 +220,3 @@ This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 871449 (OpenDR). This publication reflects the authors’ views only. The European Commission is not responsible for any use that may be made of the information it contains. - -## Contributors ✨ - - - - - - - - - - -

Manos Kirtas
Kostas Tsampazis
Jiun Kai Yang
- - - - - From 6d4c13a05fab187a83ebf60f81449c9211635f5b Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:17:48 +0000 Subject: [PATCH 28/68] docs: update README.md [skip ci] --- README.md | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/README.md b/README.md index 71bc6fe..a960fe2 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,7 @@ # deepbots + +[![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors-) + Deepbots is a simple framework which is used as "middleware" between the free and open-source [Cyberbotics' Webots](https://cyberbotics.com/) robot simulator @@ -220,3 +223,23 @@ This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 871449 (OpenDR). This publication reflects the authors’ views only. The European Commission is not responsible for any use that may be made of the information it contains. + +## Contributors ✨ + +Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)): + + + + + + + + +

Manos Kirtas
💻
+ + + + + + +This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome! \ No newline at end of file From 08d8b61c28c303e9a9ca5df00452dc31ca163f68 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:17:49 +0000 Subject: [PATCH 29/68] docs: create .all-contributorsrc [skip ci] --- .all-contributorsrc | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 .all-contributorsrc diff --git a/.all-contributorsrc b/.all-contributorsrc new file mode 100644 index 0000000..6818865 --- /dev/null +++ b/.all-contributorsrc @@ -0,0 +1,24 @@ +{ + "files": [ + "README.md" + ], + "imageSize": 100, + "commit": false, + "contributors": [ + { + "login": "ManosMagnus", + "name": "Manos Kirtas", + "avatar_url": "https://avatars.githubusercontent.com/u/10010230?v=4", + "profile": "http://eakirtas.webpages.auth.gr/", + "contributions": [ + "code" + ] + } + ], + "contributorsPerLine": 7, + "projectName": "deepbots", + "projectOwner": "aidudezzz", + "repoType": "github", + "repoHost": "https://github.com", + "skipCi": true +} From 64585f30697432ab5e4b9b01e6dda6954ad6beb4 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:18:30 +0000 Subject: [PATCH 30/68] docs: update README.md [skip ci] --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index a960fe2..876b8df 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # deepbots -[![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors-) +[![All Contributors](https://img.shields.io/badge/all_contributors-2-orange.svg?style=flat-square)](#contributors-) Deepbots is a simple framework which is used as "middleware" between the free @@ -234,6 +234,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d +

Manos Kirtas
💻
Kostas Tsampazis
💻
From 8021245f406bb633262fbc20288232ec1cbf647d Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:18:31 +0000 Subject: [PATCH 31/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index 6818865..dcbefb9 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -13,6 +13,15 @@ "contributions": [ "code" ] + }, + { + "login": "tsampazk", + "name": "Kostas Tsampazis", + "avatar_url": "https://avatars.githubusercontent.com/u/27914645?v=4", + "profile": "https://github.com/tsampazk", + "contributions": [ + "code" + ] } ], "contributorsPerLine": 7, From 952495c21bd60ecb8320d4d2756579f4139232a4 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:19:39 +0000 Subject: [PATCH 32/68] docs: update README.md [skip ci] --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 876b8df..2f53327 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # deepbots -[![All Contributors](https://img.shields.io/badge/all_contributors-2-orange.svg?style=flat-square)](#contributors-) +[![All Contributors](https://img.shields.io/badge/all_contributors-3-orange.svg?style=flat-square)](#contributors-) Deepbots is a simple framework which is used as "middleware" between the free @@ -235,6 +235,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
Manos Kirtas
💻
Kostas Tsampazis
💻 +
Jiun Kai Yang
💻 From 9060b44085ebfa5fd9814b80001c87dfec41371c Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 16 Feb 2021 14:19:40 +0000 Subject: [PATCH 33/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index dcbefb9..903c309 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -22,6 +22,15 @@ "contributions": [ "code" ] + }, + { + "login": "KelvinYang0320", + "name": "Jiun Kai Yang", + "avatar_url": "https://avatars.githubusercontent.com/u/49781698?v=4", + "profile": "https://www.linkedin.com/in/kelvin-yang-b7b508198/", + "contributions": [ + "code" + ] } ], "contributorsPerLine": 7, From 024911cac9eeb14749f2beddbc932f1c952e2b22 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Feb 2021 23:27:44 +0200 Subject: [PATCH 34/68] Add badges and exclude README.md from .pre-commit-config --- .pre-commit-config.yaml | 1 + README.md | 13 +++++++++---- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 1bae66a..e59b980 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -34,6 +34,7 @@ repos: hooks: - id: prettier args: [--prose-wrap=always, --print-width=79] + exclude: README.md - repo: https://github.com/pre-commit/pre-commit-hooks rev: v2.4.0 diff --git a/README.md b/README.md index 2f53327..26750c3 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,9 @@ # deepbots - +[![Version](https://img.shields.io/pypi/v/deepbots?color=green)](https://pypi.org/project/deepbots/) +[![Dev Version](https://img.shields.io/github/v/tag/aidudezzz/deepbots?include_prereleases&label=test-pypi&color=green)](https://test.pypi.org/project/deepbots/) +[![Downloads](https://static.pepy.tech/personalized-badge/deepbots?period=total&units=international_system&left_color=grey&right_color=green&left_text=Downloads)](https://pepy.tech/project/deepbots) +[![License](https://img.shields.io/github/license/aidudezzz/deepbots?color=green)](https://github.com/aidudezzz/deepbots/blob/dev/LICENSE) [![All Contributors](https://img.shields.io/badge/all_contributors-3-orange.svg?style=flat-square)](#contributors-) - Deepbots is a simple framework which is used as "middleware" between the free and open-source [Cyberbotics' Webots](https://cyberbotics.com/) robot simulator @@ -226,7 +228,8 @@ not responsible for any use that may be made of the information it contains. ## Contributors ✨ -Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)): +Thanks goes to these wonderful people +([emoji key](https://allcontributors.org/docs/en/emoji-key)): @@ -244,4 +247,6 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome! \ No newline at end of file +This project follows the +[all-contributors](https://github.com/all-contributors/all-contributors) +specification. Contributions of any kind welcome! From 3191afaf5d6d4a38bb7fa37fa8f86e0cef6bbb24 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Wed, 17 Feb 2021 11:45:02 +0200 Subject: [PATCH 35/68] =?UTF-8?q?Deepbots=20version:=200.1.3-dev1=20?= =?UTF-8?q?=E2=86=92=200.1.3-dev2?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .bumpversion.cfg | 2 +- VERSION | 2 +- setup.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.bumpversion.cfg b/.bumpversion.cfg index 0b8b7f9..ff1144a 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 0.1.3-dev1 +current_version = 0.1.3-dev2 commit = True tag = True parse = (?P\d+)\.(?P\d+)\.(?P\d+)(\-(?P[a-z]+)(?P\d+))? diff --git a/VERSION b/VERSION index a87819e..df5163a 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -0.1.3-dev1 +0.1.3-dev2 diff --git a/setup.py b/setup.py index 81a1ccd..95213fa 100644 --- a/setup.py +++ b/setup.py @@ -10,7 +10,7 @@ name="deepbots", author="aidudezzz", author_email="deepbots@protonmail.com", - version="0.1.3-dev1", + version="0.1.3-dev2", description=DESCRIPTION, long_description=readme, long_description_content_type="text/markdown", From c3c9c9d77b3e2b73c8006fd135957828ab6aec7f Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 17 Feb 2021 10:27:30 +0000 Subject: [PATCH 36/68] docs: update README.md [skip ci] --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 26750c3..602a642 100644 --- a/README.md +++ b/README.md @@ -239,6 +239,7 @@ Thanks goes to these wonderful people
Manos Kirtas
💻
Kostas Tsampazis
💻
Jiun Kai Yang
💻 +
MentalGear
🤔 From f0e6b176c73829b84cd2880bb8815fb628635b26 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 17 Feb 2021 10:27:31 +0000 Subject: [PATCH 37/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index 903c309..50e60aa 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -31,6 +31,15 @@ "contributions": [ "code" ] + }, + { + "login": "MentalGear", + "name": "MentalGear", + "avatar_url": "https://avatars.githubusercontent.com/u/2837147?v=4", + "profile": "https://github.com/MentalGear", + "contributions": [ + "ideas" + ] } ], "contributorsPerLine": 7, From 8bd940b19fefc2662ae10fe24dc87bfdbb8ba475 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 17 Feb 2021 10:32:59 +0000 Subject: [PATCH 38/68] docs: update README.md [skip ci] --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 602a642..eed1880 100644 --- a/README.md +++ b/README.md @@ -240,6 +240,7 @@ Thanks goes to these wonderful people
Kostas Tsampazis
💻
Jiun Kai Yang
💻
MentalGear
🤔 +
Dreamtale
🛠From ab7311a52eaeeb00863dba988b29509a25fe9543 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 17 Feb 2021 10:33:00 +0000 Subject: [PATCH 39/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index 50e60aa..04379de 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -40,6 +40,15 @@ "contributions": [ "ideas" ] + }, + { + "login": "DreamtaleCore", + "name": "Dreamtale", + "avatar_url": "https://avatars.githubusercontent.com/u/12713528?v=4", + "profile": "https://github.com/DreamtaleCore", + "contributions": [ + "bug" + ] } ], "contributorsPerLine": 7, From f9694e134dea7734beb1aa38cd9ce950035ed07a Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Wed, 24 Feb 2021 13:44:23 +0200 Subject: [PATCH 40/68] Added tutorial links to the two schemes descriptions --- README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/README.md b/README.md index eed1880..a608bdf 100644 --- a/README.md +++ b/README.md @@ -187,6 +187,10 @@ the `Robot` and an object. As it is expected, the `Robot` does not know the Euclidean distance, only the `Supervisor` can calculate it, because it has access to all entities in the `World`. +You can follow the +[emitter-receiver scheme tutorial](https://github.com/aidudezzz/deepbots-tutorials/blob/master/emitterReceiverSchemeTutorial/README.md) +to get started and work your way up from there. +

@@ -202,6 +206,11 @@ This is circumvented by inheriting and implementing the partially abstract communication. This new controller runs on the `Robot`, but requires `Supervisor` privileges and is limited to one `Robot`, one `Supervisor`. +You can follow the +[robot-supervisor scheme tutorial](https://github.com/aidudezzz/deepbots-tutorials/tree/master/robotSupervisorSchemeTutorial) +to get started and work your way up from there. We recommended this +tutorial to get started with deepbots. + ### Abstraction Levels The deepbots framework has been created mostly for educational purposes. The From ebc8790cb15f742d5c8f469a09b2c3520b598161 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Mar 2021 19:02:23 +0200 Subject: [PATCH 41/68] Shorten README --- README.md | 4 ---- 1 file changed, 4 deletions(-) diff --git a/README.md b/README.md index a608bdf..65e597e 100644 --- a/README.md +++ b/README.md @@ -65,16 +65,12 @@ https://link.springer.com/chapter/10.1007/978-3-030-49186-4_6 and Tsampazis, K. and Passalis, N. and Tefas, A.", - editor="Maglogiannis, Ilias - and Iliadis, Lazaros - and Pimenidis, Elias", title="Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics", booktitle="Artificial Intelligence Applications and Innovations", year="2020", publisher="Springer International Publishing", address="Cham", pages="64--75", - abstract="Deep Reinforcement Learning (DRL) is increasingly used to train robots to perform complex and delicate tasks, while the development of realistic simulators contributes to the acceleration of research on DRL for robotics. However, it is still not straightforward to employ such simulators in the typical DRL pipeline, since their steep learning curve and the enormous amount of development required to interface with DRL methods significantly restrict their use by researchers. To overcome these limitations, in this work we present an open-source framework that combines an established interface used by DRL researchers, the OpenAI Gym interface, with the state-of-the-art Webots robot simulator in order to provide a standardized way to employ DRL in various robotics scenarios. Deepbots aims to enable researchers to easily develop DRL methods in Webots by handling all the low-level details and reducing the required development effort. The effectiveness of the proposed framework is demonstrated through code examples, as well as using three use cases of varying difficulty.", isbn="978-3-030-49186-4" } From 119fc2efcfd72a9bca86d56414d797f1f0d910fd Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Mar 2021 19:12:06 +0200 Subject: [PATCH 42/68] Add logos --- README.md | 8 +- swag/logo/aidudezzz.png | Bin 0 -> 116073 bytes swag/logo/deep bots.ai | 1560 ++++++++++++++++++++++++++ swag/logo/deep worlds.ai | 1559 +++++++++++++++++++++++++ swag/logo/deepbots tutorial.ai | 1524 +++++++++++++++++++++++++ swag/logo/deepbots.png | Bin 0 -> 145534 bytes swag/logo/deepbots_full.png | Bin 0 -> 39520 bytes swag/logo/deepbots_logo.png | Bin 0 -> 109400 bytes swag/logo/deepbots_tutorial_full.png | Bin 0 -> 31985 bytes swag/logo/deepworlds_full.png | Bin 0 -> 29294 bytes swag/logo/plainlogo.png | Bin 0 -> 110456 bytes 11 files changed, 4650 insertions(+), 1 deletion(-) create mode 100644 swag/logo/aidudezzz.png create mode 100644 swag/logo/deep bots.ai create mode 100644 swag/logo/deep worlds.ai create mode 100644 swag/logo/deepbots tutorial.ai create mode 100644 swag/logo/deepbots.png create mode 100644 swag/logo/deepbots_full.png create mode 100644 swag/logo/deepbots_logo.png create mode 100644 swag/logo/deepbots_tutorial_full.png create mode 100644 swag/logo/deepworlds_full.png create mode 100644 swag/logo/plainlogo.png diff --git a/README.md b/README.md index 65e597e..c259814 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,8 @@ -# deepbots + +

+ +

+ [![Version](https://img.shields.io/pypi/v/deepbots?color=green)](https://pypi.org/project/deepbots/) [![Dev Version](https://img.shields.io/github/v/tag/aidudezzz/deepbots?include_prereleases&label=test-pypi&color=green)](https://test.pypi.org/project/deepbots/) [![Downloads](https://static.pepy.tech/personalized-badge/deepbots?period=total&units=international_system&left_color=grey&right_color=green&left_text=Downloads)](https://pepy.tech/project/deepbots) @@ -257,3 +261,5 @@ Thanks goes to these wonderful people This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome! + + Special thanks to Papanikolaou Evangelia designing project's logo! diff --git a/swag/logo/aidudezzz.png b/swag/logo/aidudezzz.png new file mode 100644 index 0000000000000000000000000000000000000000..5a86fbb93277d634333d78d6e5a9d17b8c05ab29 GIT binary patch literal 116073 zcmeEt^;?utw>FKm5)u-kBPAi-pdc|IAjr_Alyr9^sDOYB-QC>{BML|(-HamLAYEsV zzUO@Z!1v?pb#Z}D>{xrnz3#Q1keAAGMEErLXlQ6eQ2FO-XlPhAXlU4yw{XCfTZS}| z;1`yY6jc2d_~(7g|^44;3BoNjF$5&J2Pju*N&!WZfRku&+x2s*U+xPzjyurBKco84Xv_PMvmyN9t*VCmVM4wBEG&@w#qzfjZc9Bd zdB>j9JgPf>l}*YNv>`ICpTCh(vxLS%pl}GZ$V>?#8gPRn>)$UF&$s7=^g-nCOmd=b!PQ-o z0wU3@sQg~?P8`tMGY)IFF-W6sKngum2-%riD$GtyIrePttClgy|GN(7M>ouNem$_$ zM}+uYb!qbVDwM)f#GYZ9z}l7baSyR2``^KH=KHg2<}(B1!Vy0o-LO9Tdy(zCI?^Ev z^VUld2Zfc21=h+rEmrQ-Mv~$ifq8M z-dVSr0#?3~X`gBQM3QGrs_yoOKMvZ+|1Exh7)MOzsk<6(q8-JZiLEw0lEjG)spL{b z2~RuIzel1jm@xvQJ-_SSdt+4X)JVV+jZa{EUA$Eu`frvXod6=NAf_AbK!n+<<6(q` z7&<>8x>wvqXVl*ZLVJa=u$Xo^U!&g6sF)BiWVg=gmM(c~YWx1APS1UIMjP_kSD^6U1!V1 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z#*3d2hOs$@=;X{NVyDx?WAjw8N8L_+PG9Q(LyS!xJKYKyw*=hVxeNaHG&hbwd_nI( zaVeUiJsPBc4tMFE>Hz82GlG2c1RqRrRtm~VgW9B@gE46ixBQl@E`$ozNnRX-$xSUI z^J@e5)qL{{h&Q!I*VnO!hq}lMMVVWH7XPU#hCqCe3??Z{Z&$J10XCK2G}-t~-T27+ zVLgk&9IJ#yo;fY_F38issQ4TdgYfmv9dhvp=YC=Ra}`0uADu2Nwtw1B2GCY7p4p+& z9T6|?z2{KqnnNn8A2bRMssHM&{U10=|9$k}KbaQ)S5EAzFB*}2(WsAX Date: Tue, 16 Mar 2021 19:51:05 +0200 Subject: [PATCH 43/68] Fix typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c259814..fc52703 100644 --- a/README.md +++ b/README.md @@ -262,4 +262,4 @@ This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome! - Special thanks to Papanikolaou Evangelia designing project's logo! + Special thanks to Papanikolaou Evangelia for designing project's logo! From 7b594d28251a7509215928ecf7c595aa0ec1012b Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 16 Mar 2021 20:02:12 +0200 Subject: [PATCH 44/68] Fix deepworlds logo --- README.md | 1 - swag/logo/deepworlds_full.png | Bin 29294 -> 29464 bytes 2 files changed, 1 deletion(-) diff --git a/README.md b/README.md index fc52703..a7e22e0 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,3 @@ -

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Date: Tue, 16 Mar 2021 20:25:13 +0200 Subject: [PATCH 45/68] Remove swag from deepbots repo --- README.md | 2 +- swag/logo/aidudezzz.png | Bin 116073 -> 0 bytes swag/logo/deep bots.ai | 1560 -------------------------- swag/logo/deep worlds.ai | 1559 ------------------------- swag/logo/deepbots tutorial.ai | 1524 ------------------------- swag/logo/deepbots.png | Bin 145534 -> 0 bytes swag/logo/deepbots_full.png | Bin 39520 -> 0 bytes swag/logo/deepbots_logo.png | Bin 109400 -> 0 bytes swag/logo/deepbots_tutorial_full.png | Bin 31985 -> 0 bytes swag/logo/deepworlds_full.png | Bin 29464 -> 0 bytes swag/logo/plainlogo.png | Bin 110456 -> 0 bytes 11 files changed, 1 insertion(+), 4644 deletions(-) delete mode 100644 swag/logo/aidudezzz.png delete mode 100644 swag/logo/deep bots.ai delete mode 100644 swag/logo/deep worlds.ai delete mode 100644 swag/logo/deepbots tutorial.ai delete mode 100644 swag/logo/deepbots.png delete mode 100644 swag/logo/deepbots_full.png delete mode 100644 swag/logo/deepbots_logo.png delete mode 100644 swag/logo/deepbots_tutorial_full.png delete mode 100644 swag/logo/deepworlds_full.png delete mode 100644 swag/logo/plainlogo.png diff --git a/README.md b/README.md index a7e22e0..a6ce871 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@

- +

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z049_dhk}#d8j<>EEIZER_{BhY&KGy&G(q6vzG@Swij^!FO(;)fvWCzF>Vu>N?;~D@ zs1*#9%bNi#qy6PJ=FPfq*>F|IxM%`#4ZU5IOEmI9uR>V`OtcBc=*+U@gD$H2+Z`7{ z8~PjJbSOXYA3)3NJ)ZxT;PX+a<2~Fm#xzP#UFZVpQ~{28uSQKF)UbBM;v*2L=`@(k z8ajyG{P#m)=Sc8&E@(WpUqiWcgD$4a7kQ$Dq~UkMY?16YsRLLG;rYU}Vd6AuI6LYP z8K{5^#vSAEWy*3~P(mgTBHd#M?!|;DaBCv>ltX^I5=$Un*%o;Trf;G5l`p@e*-A74 zO5ArRoX~H4`<1W^_w5dCP&|RryJ`<6Q2oTnB?Ze}Q2B1sYbai2%NBLy;h)39FE4*N z#*3d2hOs$@=;X{NVyDx?WAjw8N8L_+PG9Q(LyS!xJKYKyw*=hVxeNaHG&hbwd_nI( zaVeUiJsPBc4tMFE>Hz82GlG2c1RqRrRtm~VgW9B@gE46ixBQl@E`$ozNnRX-$xSUI z^J@e5)qL{{h&Q!I*VnO!hq}lMMVVWH7XPU#hCqCe3??Z{Z&$J10XCK2G}-t~-T27+ zVLgk&9IJ#yo;fY_F38issQ4TdgYfmv9dhvp=YC=Ra}`0uADu2Nwtw1B2GCY7p4p+& z9T6|?z2{KqnnNn8A2bRMssHM&{U10=|9$k}KbaQ)S5EAzFB*}2(WsAX Date: Wed, 23 Jun 2021 14:56:40 +0200 Subject: [PATCH 46/68] Add docker folder with Dockerfile and readme Finalize docker container for the deepbots Removing the white space at the end of the files --- docker/Dockerfile | 57 +++++++ docker/README.md | 69 ++++++++ docker/preprocessors.py | 361 ++++++++++++++++++++++++++++++++++++++++ docker/requirements.txt | 7 + 4 files changed, 494 insertions(+) create mode 100644 docker/Dockerfile create mode 100644 docker/README.md create mode 100644 docker/preprocessors.py create mode 100644 docker/requirements.txt diff --git a/docker/Dockerfile b/docker/Dockerfile new file mode 100644 index 0000000..1584f1b --- /dev/null +++ b/docker/Dockerfile @@ -0,0 +1,57 @@ +FROM nvidia/cudagl:11.0-devel-ubuntu20.04 +ARG DEBIAN_FRONTEND=noninteractive + +ARG PYTHON_VERSION=3.8 + +ARG branch + +# Install ubuntu libaries +RUN apt-get update && \ + apt-get install -y --no-install-recommends build-essential cmake pkg-config \ + libfreetype6-dev git nano wget curl vim ca-certificates unzip libjpeg-dev \ + libpng-dev libosmesa6-dev software-properties-common xvfb gpg-agent + +# Install miniconda +RUN curl -o ~/miniconda.sh -O https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ + chmod +x ~/miniconda.sh && \ + ~/miniconda.sh -b -p /opt/conda && \ + rm ~/miniconda.sh && \ + /opt/conda/bin/conda update -n base -c defaults conda && \ + /opt/conda/bin/conda install -y python=$PYTHON_VERSION setuptools patchelf && \ + /opt/conda/bin/conda clean -ya +ENV PATH /opt/conda/bin:$PATH + + +# Env vars for the nvidia-container-runtime. +ENV PATH /usr/local/cuda/bin/:$PATH +ENV LD_LIBRARY_PATH /usr/local/cuda/lib:/usr/local/cuda/lib64 +ENV NVIDIA_VISIBLE_DEVICES all +ENV NVIDIA_DRIVER_CAPABILITIES compute,utility +LABEL com.nvidia.volumes.needed="nvidia_driver" + +# Install weebots +RUN wget -qO- https://cyberbotics.com/Cyberbotics.asc | apt-key add - +RUN apt-add-repository 'deb https://cyberbotics.com/debian/ binary-amd64/' && \ + apt-get update && apt-get install -y webots + +# Save enviroment libraries +ENV WEBOTS_HOME /usr/local/webots +ENV LD_LIBRARY_PATH $WEBOTS_HOME/lib/controller:$LD_LIBRARY_PATH + + +ADD requirements.txt . +# Install python dependencies +RUN pip install -r requirements.txt + +RUN if [ $branch = "dev" ]; then pip install -i https://test.pypi.org/simple/ deepbots ; else pip install deepbots ; fi + +RUN pip install 'ray[tune]' 'ray[rllib]' + +# Fix the error of the custome enviroment on Ray +ADD preprocessors.py . +RUN cp -r preprocessors.py opt/conda/lib/python3.8/site-packages/ray/rllib/models/ +RUN rm preprocessors.py + + +WORKDIR /workspace +RUN chmod -R a+w /workspace \ No newline at end of file diff --git a/docker/README.md b/docker/README.md new file mode 100644 index 0000000..cea8742 --- /dev/null +++ b/docker/README.md @@ -0,0 +1,69 @@ +# Use the Docker of the deepbots + +## In case you would like to add other functionalities/libraries on the docker: + +* Edit the Dockerfile +* Build the docker image using below commands +* Building argument ```branch``` specify the ```dev``` or the ```master``` branch of deepbots. + +### Building and tagging a Docker image: +```bash +$ docker build -t yourusername/repository-name --build-arg branch=dev . +``` + +## Pull the existing image from DockerHub + +```bash +$ docker pull nickok/deepbots-dev +``` + +## For the use of Cuda on your docker container + +You should install NVIDIA Container Toolkit on your ```host``` machine. + +1) Setup the stable repository and the GPG key: +``` bash +$ distribution=$(. /etc/os-release;echo $ID$VERSION_ID) \ + && curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add - \ + && curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list +``` +2) Install the nvidia-docker2 package (and dependencies) after updating the package listing: + +``` bash +$ sudo apt-get update +``` + +``` bash +$ sudo apt-get install -y nvidia-docker2 +``` + +Restart the Docker daemon to complete the installation after setting the default runtime: +``` bash +$ sudo sudo systemctl restart docker +``` + + + +## Run docker + +### Use docker with ```cpu``` +Mount Webots project and run it on interactive Docker container: +```bash +$ docker run -it -v /absolute/path/to/webots/project:/workspace/name-of-project nickok/deepbots-dev +``` + +### Use docker with ```cuda``` (GPU) +``` bash +$ docker run --rm --gpus all run -it -v /absolute/path/to/webots/project:/workspace/name-of-project nickok/deepbots +``` + +After starting the docker container you can start Webots headlessly using xvfb: +```bash +$ xvfb-run webots --stdout --stderr --batch --no-sandbox --mode=fast /path/to/your/world/file + +``` + +Start Webots headlessly using xvfb and save the output at out.txt: +```bash +$ xvfb-run webots --stdout --stderr --batch --no-sandbox --mode=fast /path/to/your/world/file &> out.txt & +``` \ No newline at end of file diff --git a/docker/preprocessors.py b/docker/preprocessors.py new file mode 100644 index 0000000..2a9d1c0 --- /dev/null +++ b/docker/preprocessors.py @@ -0,0 +1,361 @@ +# This file is modified to be used for custom environments +# Link of the original file before my modification +# Link: https://github.com/ray-project/ray/blob/releases/1.2.0/rllib/models/preprocessors.py + +from collections import OrderedDict +import cv2 +import logging +import numpy as np +import gym +from typing import Any, List + +from ray.rllib.utils.annotations import override, PublicAPI +from ray.rllib.utils.spaces.repeated import Repeated +from ray.rllib.utils.typing import TensorType + +ATARI_OBS_SHAPE = (210, 160, 3) +ATARI_RAM_OBS_SHAPE = (128, ) + +# Only validate env observations vs the observation space every n times in a +# Preprocessor. +OBS_VALIDATION_INTERVAL = 100 + +logger = logging.getLogger(__name__) + + +@PublicAPI +class Preprocessor: + """Defines an abstract observation preprocessor function. + + Attributes: + shape (List[int]): Shape of the preprocessed output. + """ + + @PublicAPI + def __init__(self, obs_space: gym.Space, options: dict = None): + legacy_patch_shapes(obs_space) + self._obs_space = obs_space + if not options: + from ray.rllib.models.catalog import MODEL_DEFAULTS + self._options = MODEL_DEFAULTS.copy() + else: + self._options = options + self.shape = self._init_shape(obs_space, self._options) + self._size = int(np.product(self.shape)) + self._i = 0 + + @PublicAPI + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + """Returns the shape after preprocessing.""" + raise NotImplementedError + + @PublicAPI + def transform(self, observation: TensorType) -> np.ndarray: + """Returns the preprocessed observation.""" + raise NotImplementedError + + def write(self, observation: TensorType, array: np.ndarray, + offset: int) -> None: + """Alternative to transform for more efficient flattening.""" + array[offset:offset + self._size] = self.transform(observation) + + def check_shape(self, observation: Any) -> None: + """Checks the shape of the given observation.""" + if self._i % OBS_VALIDATION_INTERVAL == 0: + if type(observation) is list and isinstance( + self._obs_space, gym.spaces.Box): + observation = np.array(observation) + + # try: + # if not self._obs_space.contains(observation): + # raise ValueError( + # "Observation ({}) outside given space ({})!", + # observation, self._obs_space) + # except AttributeError: + # raise ValueError( + # "Observation for a Box/MultiBinary/MultiDiscrete space " + # "should be an np.array, not a Python list.", observation) + self._i += 1 + + @property + @PublicAPI + def size(self) -> int: + return self._size + + @property + @PublicAPI + def observation_space(self) -> gym.Space: + obs_space = gym.spaces.Box(-1., 1., self.shape, dtype=np.float32) + # Stash the unwrapped space so that we can unwrap dict and tuple spaces + # automatically in modelv2.py + classes = (DictFlatteningPreprocessor, OneHotPreprocessor, + RepeatedValuesPreprocessor, TupleFlatteningPreprocessor) + if isinstance(self, classes): + obs_space.original_space = self._obs_space + return obs_space + + +class GenericPixelPreprocessor(Preprocessor): + """Generic image preprocessor. + + Note: for Atari games, use config {"preprocessor_pref": "deepmind"} + instead for deepmind-style Atari preprocessing. + """ + + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + self._grayscale = options.get("grayscale") + self._zero_mean = options.get("zero_mean") + self._dim = options.get("dim") + if self._grayscale: + shape = (self._dim, self._dim, 1) + else: + shape = (self._dim, self._dim, 3) + + return shape + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + """Downsamples images from (210, 160, 3) by the configured factor.""" + self.check_shape(observation) + scaled = observation[25:-25, :, :] + if self._dim < 84: + scaled = cv2.resize(scaled, (84, 84)) + # OpenAI: Resize by half, then down to 42x42 (essentially mipmapping). + # If we resize directly we lose pixels that, when mapped to 42x42, + # aren't close enough to the pixel boundary. + scaled = cv2.resize(scaled, (self._dim, self._dim)) + if self._grayscale: + scaled = scaled.mean(2) + scaled = scaled.astype(np.float32) + # Rescale needed for maintaining 1 channel + scaled = np.reshape(scaled, [self._dim, self._dim, 1]) + if self._zero_mean: + scaled = (scaled - 128) / 128 + else: + scaled *= 1.0 / 255.0 + return scaled + + +class AtariRamPreprocessor(Preprocessor): + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + return (128, ) + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + self.check_shape(observation) + return (observation - 128) / 128 + + +class OneHotPreprocessor(Preprocessor): + """One-hot preprocessor for Discrete and MultiDiscrete spaces. + + Examples: + >>> self.transform(Discrete(3).sample()) + ... np.array([0.0, 1.0, 0.0]) + >>> self.transform(MultiDiscrete([2, 3]).sample()) + ... np.array([0.0, 1.0, 0.0, 0.0, 1.0]) + """ + + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + if isinstance(obs_space, gym.spaces.Discrete): + return (self._obs_space.n, ) + else: + return (np.sum(self._obs_space.nvec), ) + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + self.check_shape(observation) + arr = np.zeros(self._init_shape(self._obs_space, {}), dtype=np.float32) + if isinstance(self._obs_space, gym.spaces.Discrete): + arr[observation] = 1 + else: + for i, o in enumerate(observation): + arr[np.sum(self._obs_space.nvec[:i]) + o] = 1 + return arr + + @override(Preprocessor) + def write(self, observation: TensorType, array: np.ndarray, + offset: int) -> None: + array[offset:offset + self.size] = self.transform(observation) + + +class NoPreprocessor(Preprocessor): + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + return self._obs_space.shape + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + self.check_shape(observation) + return observation + + @override(Preprocessor) + def write(self, observation: TensorType, array: np.ndarray, + offset: int) -> None: + array[offset:offset + self._size] = np.array( + observation, copy=False).ravel() + + @property + @override(Preprocessor) + def observation_space(self) -> gym.Space: + return self._obs_space + + +class TupleFlatteningPreprocessor(Preprocessor): + """Preprocesses each tuple element, then flattens it all into a vector. + + RLlib models will unpack the flattened output before _build_layers_v2(). + """ + + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + assert isinstance(self._obs_space, gym.spaces.Tuple) + size = 0 + self.preprocessors = [] + for i in range(len(self._obs_space.spaces)): + space = self._obs_space.spaces[i] + logger.debug("Creating sub-preprocessor for {}".format(space)) + preprocessor = get_preprocessor(space)(space, self._options) + self.preprocessors.append(preprocessor) + size += preprocessor.size + return (size, ) + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + self.check_shape(observation) + array = np.zeros(self.shape, dtype=np.float32) + self.write(observation, array, 0) + return array + + @override(Preprocessor) + def write(self, observation: TensorType, array: np.ndarray, + offset: int) -> None: + assert len(observation) == len(self.preprocessors), observation + for o, p in zip(observation, self.preprocessors): + p.write(o, array, offset) + offset += p.size + + +class DictFlatteningPreprocessor(Preprocessor): + """Preprocesses each dict value, then flattens it all into a vector. + + RLlib models will unpack the flattened output before _build_layers_v2(). + """ + + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + assert isinstance(self._obs_space, gym.spaces.Dict) + size = 0 + self.preprocessors = [] + for space in self._obs_space.spaces.values(): + logger.debug("Creating sub-preprocessor for {}".format(space)) + preprocessor = get_preprocessor(space)(space, self._options) + self.preprocessors.append(preprocessor) + size += preprocessor.size + return (size, ) + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + self.check_shape(observation) + array = np.zeros(self.shape, dtype=np.float32) + self.write(observation, array, 0) + return array + + @override(Preprocessor) + def write(self, observation: TensorType, array: np.ndarray, + offset: int) -> None: + if not isinstance(observation, OrderedDict): + observation = OrderedDict(sorted(observation.items())) + assert len(observation) == len(self.preprocessors), \ + (len(observation), len(self.preprocessors)) + for o, p in zip(observation.values(), self.preprocessors): + p.write(o, array, offset) + offset += p.size + + +class RepeatedValuesPreprocessor(Preprocessor): + """Pads and batches the variable-length list value.""" + + @override(Preprocessor) + def _init_shape(self, obs_space: gym.Space, options: dict) -> List[int]: + assert isinstance(self._obs_space, Repeated) + child_space = obs_space.child_space + self.child_preprocessor = get_preprocessor(child_space)(child_space, + self._options) + # The first slot encodes the list length. + size = 1 + self.child_preprocessor.size * obs_space.max_len + return (size, ) + + @override(Preprocessor) + def transform(self, observation: TensorType) -> np.ndarray: + array = np.zeros(self.shape) + if isinstance(observation, list): + for elem in observation: + self.child_preprocessor.check_shape(elem) + else: + pass # ValueError will be raised in write() below. + self.write(observation, array, 0) + return array + + @override(Preprocessor) + def write(self, observation: TensorType, array: np.ndarray, + offset: int) -> None: + if not isinstance(observation, list): + raise ValueError("Input for {} must be list type, got {}".format( + self, observation)) + elif len(observation) > self._obs_space.max_len: + raise ValueError("Input {} exceeds max len of space {}".format( + observation, self._obs_space.max_len)) + # The first slot encodes the list length. + array[offset] = len(observation) + for i, elem in enumerate(observation): + offset_i = offset + 1 + i * self.child_preprocessor.size + self.child_preprocessor.write(elem, array, offset_i) + + +@PublicAPI +def get_preprocessor(space: gym.Space) -> type: + """Returns an appropriate preprocessor class for the given space.""" + + legacy_patch_shapes(space) + obs_shape = space.shape + + if isinstance(space, (gym.spaces.Discrete, gym.spaces.MultiDiscrete)): + preprocessor = OneHotPreprocessor + elif obs_shape == ATARI_OBS_SHAPE: + preprocessor = GenericPixelPreprocessor + elif obs_shape == ATARI_RAM_OBS_SHAPE: + preprocessor = AtariRamPreprocessor + elif isinstance(space, gym.spaces.Tuple): + preprocessor = TupleFlatteningPreprocessor + elif isinstance(space, gym.spaces.Dict): + preprocessor = DictFlatteningPreprocessor + elif isinstance(space, Repeated): + preprocessor = RepeatedValuesPreprocessor + else: + preprocessor = NoPreprocessor + + return preprocessor + + +def legacy_patch_shapes(space: gym.Space) -> List[int]: + """Assigns shapes to spaces that don't have shapes. + + This is only needed for older gym versions that don't set shapes properly + for Tuple and Discrete spaces. + """ + + if not hasattr(space, "shape"): + if isinstance(space, gym.spaces.Discrete): + space.shape = () + elif isinstance(space, gym.spaces.Tuple): + shapes = [] + for s in space.spaces: + shape = legacy_patch_shapes(s) + shapes.append(shape) + space.shape = tuple(shapes) + + return space.shape \ No newline at end of file diff --git a/docker/requirements.txt b/docker/requirements.txt new file mode 100644 index 0000000..99a2dd2 --- /dev/null +++ b/docker/requirements.txt @@ -0,0 +1,7 @@ +gym==0.17.2 +numpy==1.19.2 +tensorflow==2.5.0 +stable-baselines3 +ray==1.2.0 +torch==1.8.1 +wandb \ No newline at end of file From c82ec267361f7d132c11f2e7e37f7c3a17543f88 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 6 Jul 2021 09:29:33 +0000 Subject: [PATCH 47/68] docs: update README.md [skip ci] --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a6ce871..b105221 100644 --- a/README.md +++ b/README.md @@ -249,6 +249,7 @@ Thanks goes to these wonderful people
Jiun Kai Yang
💻
MentalGear
🤔
Dreamtale
🛠+
Nikolaos Kokkinis-Ntrenis
💻 📖 🤔 From e95a38875d8a6206ce31d1aa0ea4f347d3d96cc5 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 6 Jul 2021 09:29:34 +0000 Subject: [PATCH 48/68] docs: update .all-contributorsrc [skip ci] --- .all-contributorsrc | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/.all-contributorsrc b/.all-contributorsrc index 04379de..b9cf524 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -49,6 +49,17 @@ "contributions": [ "bug" ] + }, + { + "login": "NickKok", + "name": "Nikolaos Kokkinis-Ntrenis", + "avatar_url": "https://avatars.githubusercontent.com/u/8222731?v=4", + "profile": "https://nickkok.github.io/my-website/", + "contributions": [ + "code", + "doc", + "ideas" + ] } ], "contributorsPerLine": 7, From 5daf0cb60a352f02ad59e4b203676cbe6b45f62c Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Wed, 29 Sep 2021 01:54:36 +0300 Subject: [PATCH 49/68] Manual fix of contributors badge number (#98) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b105221..0cf16e9 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ [![Dev Version](https://img.shields.io/github/v/tag/aidudezzz/deepbots?include_prereleases&label=test-pypi&color=green)](https://test.pypi.org/project/deepbots/) [![Downloads](https://static.pepy.tech/personalized-badge/deepbots?period=total&units=international_system&left_color=grey&right_color=green&left_text=Downloads)](https://pepy.tech/project/deepbots) [![License](https://img.shields.io/github/license/aidudezzz/deepbots?color=green)](https://github.com/aidudezzz/deepbots/blob/dev/LICENSE) -[![All Contributors](https://img.shields.io/badge/all_contributors-3-orange.svg?style=flat-square)](#contributors-) +[![All Contributors](https://img.shields.io/badge/all_contributors-6-orange.svg?style=flat-square)](#contributors-) Deepbots is a simple framework which is used as "middleware" between the free and open-source [Cyberbotics' Webots](https://cyberbotics.com/) robot simulator From 536dd56babec2567377176ea0daa8d837318d313 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 25 Aug 2021 15:16:21 +0000 Subject: [PATCH 50/68] Bump tensorflow from 2.5.0 to 2.5.1 in /docker Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.0 to 2.5.1. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.0...v2.5.1) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index 99a2dd2..7ce8450 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -1,6 +1,6 @@ gym==0.17.2 numpy==1.19.2 -tensorflow==2.5.0 +tensorflow==2.5.1 stable-baselines3 ray==1.2.0 torch==1.8.1 From e592785e2311c687e201ac2f654f6a2e1402d61d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 10 Nov 2021 20:15:44 +0000 Subject: [PATCH 51/68] Bump tensorflow from 2.5.1 to 2.5.2 in /docker Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.1 to 2.5.2. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.1...v2.5.2) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index 7ce8450..77a89f1 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -1,6 +1,6 @@ gym==0.17.2 numpy==1.19.2 -tensorflow==2.5.1 +tensorflow==2.5.2 stable-baselines3 ray==1.2.0 torch==1.8.1 From bd8a0d6601bbe316d5ac0fffbbb17abc888bf57d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 24 May 2022 17:26:18 +0000 Subject: [PATCH 52/68] Bump tensorflow from 2.5.2 to 2.6.4 in /docker Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.2 to 2.6.4. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.2...v2.6.4) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index 77a89f1..b6d9ed2 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -1,6 +1,6 @@ gym==0.17.2 numpy==1.19.2 -tensorflow==2.5.2 +tensorflow==2.6.4 stable-baselines3 ray==1.2.0 torch==1.8.1 From 96828befc9a67b360ec1d7296780555c1cf3c802 Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Thu, 9 Jun 2022 17:47:30 +0300 Subject: [PATCH 53/68] Removed python 3.5 that failed the test Also added version 3.8 --- .github/workflows/python_build.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python_build.yaml b/.github/workflows/python_build.yaml index 5946e5f..0da8c66 100644 --- a/.github/workflows/python_build.yaml +++ b/.github/workflows/python_build.yaml @@ -7,7 +7,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: [3.5, 3.6, 3.7] + python-version: [3.6, 3.7, 3.8] steps: - uses: actions/checkout@v1 From e7fc1ffc3f824ee56a2de9c9f5713f86fc80b9a7 Mon Sep 17 00:00:00 2001 From: KelvinYang0320 Date: Thu, 9 Jun 2022 20:34:24 +0800 Subject: [PATCH 54/68] Fixed the deprecation warning --- deepbots/supervisor/wrappers/keyboard_printer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/deepbots/supervisor/wrappers/keyboard_printer.py b/deepbots/supervisor/wrappers/keyboard_printer.py index 01c1696..3e43ac2 100644 --- a/deepbots/supervisor/wrappers/keyboard_printer.py +++ b/deepbots/supervisor/wrappers/keyboard_printer.py @@ -7,7 +7,7 @@ class KeyboardPrinter(SupervisorEnv): def __init__(self, controller): self.controller = controller self.keyboard = Keyboard() - self.keyboard.enable(self.controller.get_timestep()) + self.keyboard.enable(self.controller.timestep) def step(self, action): observation, reward, isDone, info = self.controller.step(action) From bddc48c93a57dc5a9f41754dbd9c985e6b998bc3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 22 Jun 2022 04:25:32 +0000 Subject: [PATCH 55/68] Bump numpy from 1.19.2 to 1.22.0 in /docker Bumps [numpy](https://github.com/numpy/numpy) from 1.19.2 to 1.22.0. - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/HOWTO_RELEASE.rst) - [Commits](https://github.com/numpy/numpy/compare/v1.19.2...v1.22.0) --- updated-dependencies: - dependency-name: numpy dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index b6d9ed2..7e1519f 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -1,5 +1,5 @@ gym==0.17.2 -numpy==1.19.2 +numpy==1.22.0 tensorflow==2.6.4 stable-baselines3 ray==1.2.0 From 32a23b2ccfd9dcdab6dc1dba1e3cbe8772e84e4e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 22 Jun 2022 07:02:55 +0000 Subject: [PATCH 56/68] Bump tensorflow from 2.6.4 to 2.7.2 in /docker Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.6.4 to 2.7.2. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.6.4...v2.7.2) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index 7e1519f..85731ed 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -1,6 +1,6 @@ gym==0.17.2 numpy==1.22.0 -tensorflow==2.6.4 +tensorflow==2.7.2 stable-baselines3 ray==1.2.0 torch==1.8.1 From bb595f5406f63debc4f23599a85fb57d8142076b Mon Sep 17 00:00:00 2001 From: Kostas Tsampazis <27914645+tsampazk@users.noreply.github.com> Date: Tue, 28 Jun 2022 12:56:17 +0300 Subject: [PATCH 57/68] Added requirements to setup Removed unused dependencies Removed unused version line Added correct version for dev branch to init.py Added an automatic update for __init__.py version Update .bumpversion.cfg Co-authored-by: Jiun Kai Yang Fixed silly version typo --- .bumpversion.cfg | 4 ++++ deepbots/__init__.py | 2 +- requirements.txt | 4 +--- setup.py | 5 +++++ 4 files changed, 11 insertions(+), 4 deletions(-) diff --git a/.bumpversion.cfg b/.bumpversion.cfg index ff1144a..aa42821 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -20,3 +20,7 @@ values = [bumpversion:file:VERSION] [bumpversion:file:setup.py] + +[bumpversion:file:deepbots/__init__.py] +search = __version__ = "{current_version}" +replace = __version__ = "{new_version}" diff --git a/deepbots/__init__.py b/deepbots/__init__.py index 1672089..223eb52 100644 --- a/deepbots/__init__.py +++ b/deepbots/__init__.py @@ -1 +1 @@ -__version__ = "0.0.0.11-pre" +__version__ = "0.1.3-dev2" diff --git a/requirements.txt b/requirements.txt index 77a639b..1e6c2dd 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1 @@ -seed-isort-config -pre-commit -gym \ No newline at end of file +gym diff --git a/setup.py b/setup.py index 95213fa..6a38dc3 100644 --- a/setup.py +++ b/setup.py @@ -3,6 +3,10 @@ DESCRIPTION = "A wrapper framework for Reinforcement Learning in Webots \ simulator" + +with open("requirements.txt") as requirements_file: + requirements = requirements_file.read().splitlines() + with open("README.md", "r", encoding="utf-8") as readme_file: readme = readme_file.read() @@ -15,4 +19,5 @@ long_description=readme, long_description_content_type="text/markdown", packages=find_packages(), + install_requires=requirements, ) From bfc3b4ed027783dbfe8e87229407834cb31562ef Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 12 Jul 2022 11:19:40 +0300 Subject: [PATCH 58/68] Fix bumpversion and isort configs --- .bumpversion.cfg | 4 ++-- .isort.cfg | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.bumpversion.cfg b/.bumpversion.cfg index aa42821..46c75c0 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -22,5 +22,5 @@ values = [bumpversion:file:setup.py] [bumpversion:file:deepbots/__init__.py] -search = __version__ = "{current_version}" -replace = __version__ = "{new_version}" +search ="{current_version}" +replace ="{new_version}" diff --git a/.isort.cfg b/.isort.cfg index 4f287f5..e9b9c5f 100644 --- a/.isort.cfg +++ b/.isort.cfg @@ -1,2 +1,2 @@ [settings] -known_third_party = controller,gym,numpy,setuptools,tensorboardX +known_third_party = controller,cv2,gym,numpy,ray,setuptools,tensorboardX From 9c09c58c43c7289764c0337e19a9a01a8861833e Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Tue, 12 Jul 2022 11:20:15 +0300 Subject: [PATCH 59/68] =?UTF-8?q?Deepbots=20version:=200.1.3-dev2=20?= =?UTF-8?q?=E2=86=92=200.1.3-dev3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .bumpversion.cfg | 6 +++--- VERSION | 2 +- deepbots/__init__.py | 2 +- setup.py | 2 +- 4 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.bumpversion.cfg b/.bumpversion.cfg index 46c75c0..81dfc55 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 0.1.3-dev2 +current_version = 0.1.3-dev3 commit = True tag = True parse = (?P\d+)\.(?P\d+)\.(?P\d+)(\-(?P[a-z]+)(?P\d+))? @@ -22,5 +22,5 @@ values = [bumpversion:file:setup.py] [bumpversion:file:deepbots/__init__.py] -search ="{current_version}" -replace ="{new_version}" +search = "{current_version}" +replace = "{new_version}" diff --git a/VERSION b/VERSION index df5163a..e28037e 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -0.1.3-dev2 +0.1.3-dev3 diff --git a/deepbots/__init__.py b/deepbots/__init__.py index 223eb52..61fdb84 100644 --- a/deepbots/__init__.py +++ b/deepbots/__init__.py @@ -1 +1 @@ -__version__ = "0.1.3-dev2" +__version__ = "0.1.3-dev3" diff --git a/setup.py b/setup.py index 6a38dc3..695dfe5 100644 --- a/setup.py +++ b/setup.py @@ -14,7 +14,7 @@ name="deepbots", author="aidudezzz", author_email="deepbots@protonmail.com", - version="0.1.3-dev2", + version="0.1.3-dev3", description=DESCRIPTION, long_description=readme, long_description_content_type="text/markdown", From 6a26eebb555c81edc9176721334ed808b8662884 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 21 Nov 2022 23:42:57 +0000 Subject: [PATCH 60/68] Bump tensorflow from 2.7.2 to 2.9.3 in /docker Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.7.2 to 2.9.3. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.7.2...v2.9.3) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index 85731ed..38c8558 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -1,6 +1,6 @@ gym==0.17.2 numpy==1.22.0 -tensorflow==2.7.2 +tensorflow==2.9.3 stable-baselines3 ray==1.2.0 torch==1.8.1 From 1aa8e6c1d7a7015e67addf7aff8bb0cc93887fda Mon Sep 17 00:00:00 2001 From: KelvinYang0320 Date: Thu, 1 Dec 2022 20:40:43 +0800 Subject: [PATCH 61/68] Webots2023a: getData -> getString backward compatibility --- deepbots/robots/controllers/robot_emitter_receiver_csv.py | 5 ++++- .../supervisor/controllers/supervisor_emitter_receiver.py | 5 ++++- 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/deepbots/robots/controllers/robot_emitter_receiver_csv.py b/deepbots/robots/controllers/robot_emitter_receiver_csv.py index db1f3b2..516b08b 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver_csv.py +++ b/deepbots/robots/controllers/robot_emitter_receiver_csv.py @@ -78,7 +78,10 @@ def handle_receiver(self): """ if self.receiver.getQueueLength() > 0: # Receive and decode message from supervisor - message = self.receiver.getData().decode("utf-8") + try: + message = self.receiver.getString() + except AttributeError: + message = self.receiver.getData().decode("utf-8") # Convert string message into a list message = message.split(",") diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index 64f13fb..6dfca3d 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -166,7 +166,10 @@ def handle_receiver(self): :rtype: List of string values """ if self.receiver.getQueueLength() > 0: - string_message = self.receiver.getData().decode("utf-8") + try: + string_message = self.receiver.getString() + except AttributeError: + string_message = self.receiver.getData().decode("utf-8") self.receiver.nextPacket() return string_message.split(",") else: From fcbebb504bb2f6142b37baff3a02c0c0693498da Mon Sep 17 00:00:00 2001 From: KelvinYang0320 Date: Fri, 9 Dec 2022 14:11:41 +0800 Subject: [PATCH 62/68] Removed python 3.6 that failed the test --- .github/workflows/python_build.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python_build.yaml b/.github/workflows/python_build.yaml index 0da8c66..9618aca 100644 --- a/.github/workflows/python_build.yaml +++ b/.github/workflows/python_build.yaml @@ -7,7 +7,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: [3.6, 3.7, 3.8] + python-version: [3.7, 3.8, 3.9] steps: - uses: actions/checkout@v1 From 4aee211e96b4a29f17a509e5a7e3696167349c12 Mon Sep 17 00:00:00 2001 From: KelvinYang0320 Date: Fri, 9 Dec 2022 11:26:59 +0800 Subject: [PATCH 63/68] step the controller after applying the action --- deepbots/supervisor/controllers/robot_supervisor.py | 2 +- deepbots/supervisor/controllers/supervisor_emitter_receiver.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/deepbots/supervisor/controllers/robot_supervisor.py b/deepbots/supervisor/controllers/robot_supervisor.py index 50675ca..9d0e902 100644 --- a/deepbots/supervisor/controllers/robot_supervisor.py +++ b/deepbots/supervisor/controllers/robot_supervisor.py @@ -73,10 +73,10 @@ def step(self, action): :return: tuple, (observations, reward, done, info) as provided by the corresponding methods as implemented for the use-case """ + self.apply_action(action) if super(Supervisor, self).step(self.timestep) == -1: exit() - self.apply_action(action) return ( self.get_observations(), self.get_reward(action), diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py index 6dfca3d..f0c5d6b 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/supervisor_emitter_receiver.py @@ -63,10 +63,10 @@ def step(self, action): :return: (observations, reward, done, info) as provided by the corresponding methods as implemented for the use-case """ + self.handle_emitter(action) if super(Supervisor, self).step(self.timestep) == -1: exit() - self.handle_emitter(action) return ( self.get_observations(), self.get_reward(action), From 3ae23e6097c2d4ecc4288614981d4114084e6a6e Mon Sep 17 00:00:00 2001 From: KelvinYang0320 Date: Fri, 16 Dec 2022 09:41:31 +0800 Subject: [PATCH 64/68] Specified gym==0.21 and added tensorboardX to requirements --- requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 1e6c2dd..dc587eb 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1 +1,2 @@ -gym +gym==0.21 +tensorboardX From bbc334244144fb8fec6f3d893fee4a40ccea02a3 Mon Sep 17 00:00:00 2001 From: KelvinYang0320 Date: Sun, 1 Jan 2023 18:18:48 +0800 Subject: [PATCH 65/68] Refactored Deepbots: DeepbotsEnv & Robot Class 1. Inherited from Webots Robot class 2. Refactored SupervisorEnv name to DeepbotsEnv 3. Shortened imports 4. Removed setup folder 5. Renamed lots of class name --- deepbots/robots/__init__.py | 2 + ...t_emitter_receiver_csv.py => csv_robot.py} | 10 +-- ..._receiver.py => emitter_receiver_robot.py} | 16 ++--- deepbots/setup/__init__.py | 0 deepbots/setup/deepworlds_setup.py | 0 deepbots/supervisor/__init__.py | 4 ++ .../controllers/csv_supervisor_env.py | 61 +++++++++++++++++ ...isor_env.py => deepbots_supervisor_env.py} | 4 +- ....py => emitter_receiver_supervisor_env.py} | 65 +------------------ ..._supervisor.py => robot_supervisor_env.py} | 12 ++-- deepbots/supervisor/wrappers/__init__.py | 2 + .../supervisor/wrappers/keyboard_printer.py | 14 ++-- .../wrappers/tensorboard_wrapper.py | 14 ++-- 13 files changed, 107 insertions(+), 97 deletions(-) rename deepbots/robots/controllers/{robot_emitter_receiver_csv.py => csv_robot.py} (93%) rename deepbots/robots/controllers/{robot_emitter_receiver.py => emitter_receiver_robot.py} (90%) delete mode 100644 deepbots/setup/__init__.py delete mode 100644 deepbots/setup/deepworlds_setup.py create mode 100644 deepbots/supervisor/controllers/csv_supervisor_env.py rename deepbots/supervisor/controllers/{supervisor_env.py => deepbots_supervisor_env.py} (97%) rename deepbots/supervisor/controllers/{supervisor_emitter_receiver.py => emitter_receiver_supervisor_env.py} (62%) rename deepbots/supervisor/controllers/{robot_supervisor.py => robot_supervisor_env.py} (89%) diff --git a/deepbots/robots/__init__.py b/deepbots/robots/__init__.py index e69de29..e8cafa6 100644 --- a/deepbots/robots/__init__.py +++ b/deepbots/robots/__init__.py @@ -0,0 +1,2 @@ +from deepbots.robots.controllers.csv_robot import CSVRobot +from deepbots.robots.controllers.emitter_receiver_robot import EmitterReceiverRobot diff --git a/deepbots/robots/controllers/robot_emitter_receiver_csv.py b/deepbots/robots/controllers/csv_robot.py similarity index 93% rename from deepbots/robots/controllers/robot_emitter_receiver_csv.py rename to deepbots/robots/controllers/csv_robot.py index 516b08b..b3344d3 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver_csv.py +++ b/deepbots/robots/controllers/csv_robot.py @@ -1,10 +1,10 @@ from collections.abc import Iterable -from deepbots.robots.controllers.robot_emitter_receiver import \ - RobotEmitterReceiver +from deepbots.robots.controllers.emitter_receiver_robot import \ + EmitterReceiverRobot -class RobotEmitterReceiverCSV(RobotEmitterReceiver): +class CSVRobot(EmitterReceiverRobot): """ Basic implementation of a robot that can emit and receive messages to/from the supervisor in string utf-8 form that are Comma Separated Values, @@ -39,8 +39,8 @@ def initialize_comms(self, emitter_name, receiver_name): supervisor node :return: The initialized emitter and receiver references """ - emitter = self.robot.getDevice(emitter_name) - receiver = self.robot.getDevice(receiver_name) + emitter = self.getDevice(emitter_name) + receiver = self.getDevice(receiver_name) receiver.enable(self.timestep) return emitter, receiver diff --git a/deepbots/robots/controllers/robot_emitter_receiver.py b/deepbots/robots/controllers/emitter_receiver_robot.py similarity index 90% rename from deepbots/robots/controllers/robot_emitter_receiver.py rename to deepbots/robots/controllers/emitter_receiver_robot.py index ebb029a..40003ae 100644 --- a/deepbots/robots/controllers/robot_emitter_receiver.py +++ b/deepbots/robots/controllers/emitter_receiver_robot.py @@ -2,9 +2,9 @@ from controller import Robot -class RobotEmitterReceiver: +class EmitterReceiverRobot(Robot): """ - This RobotEmitterReceiver implements only the most basic run method, that + This EmitterReceiverRobot implements only the most basic run method, that steps the robot and calls the handle_emitter, handle_receiver methods that are needed for communication with the supervisor. @@ -12,7 +12,7 @@ class RobotEmitterReceiver: and the handle_emitter, handle_receiver, initialize_comms methods are all abstract and need to be implemented according to their docstrings. For a simpler RobotController that implements the methods in a basic form - inherit the RobotEmitterReceiverCSV subclass or other emitter-receiver + inherit the CSVRobot subclass or other emitter-receiver subclasses. """ def __init__(self, @@ -35,10 +35,10 @@ def __init__(self, :param timestep: int, positive or None """ - self.robot = Robot() + super().__init__() if timestep is None: - self.timestep = int(self.robot.getBasicTimeStep()) + self.timestep = int(self.getBasicTimeStep()) else: self.timestep = timestep @@ -78,8 +78,8 @@ def initialize_comms(self, emitter_name, receiver_name): A basic example implementation can be: - emitter = self.robot.getDevice("emitter") - receiver = self.robot.getDevice("receiver") + emitter = self.getDevice("emitter") + receiver = self.getDevice("receiver") receiver.enable(self.timestep) return emitter, receiver @@ -113,6 +113,6 @@ def run(self): This method should be called by a robot manager to run the robot. """ - while self.robot.step(self.timestep) != -1: + while self.step(self.timestep) != -1: self.handle_receiver() self.handle_emitter() diff --git a/deepbots/setup/__init__.py b/deepbots/setup/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/deepbots/setup/deepworlds_setup.py b/deepbots/setup/deepworlds_setup.py deleted file mode 100644 index e69de29..0000000 diff --git a/deepbots/supervisor/__init__.py b/deepbots/supervisor/__init__.py index e69de29..aa8fafd 100644 --- a/deepbots/supervisor/__init__.py +++ b/deepbots/supervisor/__init__.py @@ -0,0 +1,4 @@ +from deepbots.supervisor.controllers.robot_supervisor_env import RobotSupervisorEnv +from deepbots.supervisor.controllers.csv_supervisor_env import CSVSupervisorEnv +from deepbots.supervisor.controllers.deepbots_supervisor_env import DeepbotsSupervisorEnv +from deepbots.supervisor.controllers.emitter_receiver_supervisor_env import EmitterReceiverSupervisorEnv diff --git a/deepbots/supervisor/controllers/csv_supervisor_env.py b/deepbots/supervisor/controllers/csv_supervisor_env.py new file mode 100644 index 0000000..692bb7f --- /dev/null +++ b/deepbots/supervisor/controllers/csv_supervisor_env.py @@ -0,0 +1,61 @@ +from collections.abc import Iterable + +from deepbots.supervisor.controllers.emitter_receiver_supervisor_env import EmitterReceiverSupervisorEnv + + +class CSVSupervisorEnv(EmitterReceiverSupervisorEnv): + """ + This class implements the emitter-receiver scheme using Comma Separated + Values. + """ + def __init__(self, + emitter_name="emitter", + receiver_name="receiver", + timestep=None): + """ + The constructor just passes the arguments provided to the parent + class contructor. + + :param emitter_name: The name of the emitter device on the + supervisor node + :param receiver_name: The name of the receiver device on the + supervisor node + :param timestep: The supervisor controller timestep + """ + super(CSVSupervisorEnv, self).__init__(emitter_name, receiver_name, + timestep) + + def handle_emitter(self, action): + """ + Implementation of the handle_emitter method expecting an iterable + with Comma Separated Values (CSV). + + :param action: Whatever the use-case uses as an action, e.g. + an integer representing discrete actions + :type action: Iterable, for multiple values the CSV format is + required, e.g. [0, 1] for two actions + """ + assert isinstance(action, Iterable), \ + "The action object should be Iterable" + + message = (",".join(map(str, action))).encode("utf-8") + self.emitter.send(message) + + def handle_receiver(self): + """ + Implementation of the handle_receiver method expecting an iterable + with Comma Separated Values (CSV). + + :return: Returns the message received from the robot, returns None + if no message is received + :rtype: List of string values + """ + if self.receiver.getQueueLength() > 0: + try: + string_message = self.receiver.getString() + except AttributeError: + string_message = self.receiver.getData().decode("utf-8") + self.receiver.nextPacket() + return string_message.split(",") + else: + return None diff --git a/deepbots/supervisor/controllers/supervisor_env.py b/deepbots/supervisor/controllers/deepbots_supervisor_env.py similarity index 97% rename from deepbots/supervisor/controllers/supervisor_env.py rename to deepbots/supervisor/controllers/deepbots_supervisor_env.py index 78a58f0..d2da665 100644 --- a/deepbots/supervisor/controllers/supervisor_env.py +++ b/deepbots/supervisor/controllers/deepbots_supervisor_env.py @@ -2,7 +2,7 @@ from controller import Supervisor -class SupervisorEnv(Supervisor, gym.Env): +class DeepbotsSupervisorEnv(Supervisor, gym.Env): """ This class is the highest class in deepbots class hierarchy, inheriting both the Webots Supervisor controller and the basic gym.Env. @@ -18,7 +18,7 @@ class SupervisorEnv(Supervisor, gym.Env): compatible with reinforcement learning agents that work with the gym interface. Moreover, a problem-agnostic reset method is provided. Please use any of the children supervisor classes to be - inherited by your own class, such as the RobotSupervisor class. + inherited by your own class, such as the RobotSupervisorEnv class. Nevertheless, advanced users can inherit this class to create their own supervisor classes if they wish. """ diff --git a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py b/deepbots/supervisor/controllers/emitter_receiver_supervisor_env.py similarity index 62% rename from deepbots/supervisor/controllers/supervisor_emitter_receiver.py rename to deepbots/supervisor/controllers/emitter_receiver_supervisor_env.py index f0c5d6b..c5e8a50 100644 --- a/deepbots/supervisor/controllers/supervisor_emitter_receiver.py +++ b/deepbots/supervisor/controllers/emitter_receiver_supervisor_env.py @@ -1,11 +1,10 @@ -from collections.abc import Iterable from warnings import warn, simplefilter -from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv +from deepbots.supervisor.controllers.deepbots_supervisor_env import DeepbotsSupervisorEnv from controller import Supervisor -class SupervisorEmitterReceiver(SupervisorEnv): +class EmitterReceiverSupervisorEnv(DeepbotsSupervisorEnv): """ This is the base class for the emitter - receiver scheme. @@ -26,7 +25,7 @@ def __init__(self, supervisor node :param timestep: The supervisor controller timestep """ - super(SupervisorEmitterReceiver, self).__init__() + super(EmitterReceiverSupervisorEnv, self).__init__() if timestep is None: self.timestep = int(self.getBasicTimeStep()) @@ -116,61 +115,3 @@ def timestep(self, value): :param value: The new controller timestep in milliseconds """ self._timestep = int(value) - - -class SupervisorCSV(SupervisorEmitterReceiver): - """ - This class implements the emitter-receiver scheme using Comma Separated - Values. - """ - def __init__(self, - emitter_name="emitter", - receiver_name="receiver", - timestep=None): - """ - The constructor just passes the arguments provided to the parent - class contructor. - - :param emitter_name: The name of the emitter device on the - supervisor node - :param receiver_name: The name of the receiver device on the - supervisor node - :param timestep: The supervisor controller timestep - """ - super(SupervisorCSV, self).__init__(emitter_name, receiver_name, - timestep) - - def handle_emitter(self, action): - """ - Implementation of the handle_emitter method expecting an iterable - with Comma Separated Values (CSV). - - :param action: Whatever the use-case uses as an action, e.g. - an integer representing discrete actions - :type action: Iterable, for multiple values the CSV format is - required, e.g. [0, 1] for two actions - """ - assert isinstance(action, Iterable), \ - "The action object should be Iterable" - - message = (",".join(map(str, action))).encode("utf-8") - self.emitter.send(message) - - def handle_receiver(self): - """ - Implementation of the handle_receiver method expecting an iterable - with Comma Separated Values (CSV). - - :return: Returns the message received from the robot, returns None - if no message is received - :rtype: List of string values - """ - if self.receiver.getQueueLength() > 0: - try: - string_message = self.receiver.getString() - except AttributeError: - string_message = self.receiver.getData().decode("utf-8") - self.receiver.nextPacket() - return string_message.split(",") - else: - return None diff --git a/deepbots/supervisor/controllers/robot_supervisor.py b/deepbots/supervisor/controllers/robot_supervisor_env.py similarity index 89% rename from deepbots/supervisor/controllers/robot_supervisor.py rename to deepbots/supervisor/controllers/robot_supervisor_env.py index 9d0e902..6aa9007 100644 --- a/deepbots/supervisor/controllers/robot_supervisor.py +++ b/deepbots/supervisor/controllers/robot_supervisor_env.py @@ -1,11 +1,11 @@ from warnings import warn, simplefilter -from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv +from deepbots.supervisor.controllers.deepbots_supervisor_env import DeepbotsSupervisorEnv from controller import Supervisor -class RobotSupervisor(SupervisorEnv): +class RobotSupervisorEnv(DeepbotsSupervisorEnv): """ - The RobotSupervisor class implements both a robot controller and a + The RobotSupervisorEnv class implements both a robot controller and a supervisor RL environment, referred to as Robot-Supervisor scheme. This class can be used when there is no need to separate the Robot @@ -18,17 +18,17 @@ class RobotSupervisor(SupervisorEnv): The user needs to implement the regular methods for the environment, reward(), get_observations(), get_default_observation, etc., from - SupervisorEnv according to their use-case in addition to the method + DeepbotsSupervisorEnv according to their use-case in addition to the method apply_action() introduced here. apply_action(): - (similar to use_message_data() of RobotEmitterReceiverCSV) + (similar to use_message_data() of CSVRobot) This method takes an action argument and translates it to a robot action, e.g. motor speeds. Note that apply_action() is called during step(). """ def __init__(self, timestep=None): - super(RobotSupervisor, self).__init__() + super(RobotSupervisorEnv, self).__init__() if timestep is None: self.timestep = int(self.getBasicTimeStep()) diff --git a/deepbots/supervisor/wrappers/__init__.py b/deepbots/supervisor/wrappers/__init__.py index e69de29..ddc2aa9 100644 --- a/deepbots/supervisor/wrappers/__init__.py +++ b/deepbots/supervisor/wrappers/__init__.py @@ -0,0 +1,2 @@ +from deepbots.supervisor.wrappers.keyboard_printer import KeyboardPrinter +from deepbots.supervisor.wrappers.tensorboard_wrapper import TensorboardLogger diff --git a/deepbots/supervisor/wrappers/keyboard_printer.py b/deepbots/supervisor/wrappers/keyboard_printer.py index 3e43ac2..96e232d 100644 --- a/deepbots/supervisor/wrappers/keyboard_printer.py +++ b/deepbots/supervisor/wrappers/keyboard_printer.py @@ -1,16 +1,16 @@ from controller import Keyboard -from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv +from deepbots.supervisor.controllers.deepbots_supervisor_env import DeepbotsSupervisorEnv -class KeyboardPrinter(SupervisorEnv): +class KeyboardPrinter(DeepbotsSupervisorEnv): def __init__(self, controller): self.controller = controller self.keyboard = Keyboard() self.keyboard.enable(self.controller.timestep) def step(self, action): - observation, reward, isDone, info = self.controller.step(action) + observation, reward, is_done, info = self.controller.step(action) key = self.keyboard.getKey() # DEBUG CONTROLS if key == Keyboard.CONTROL + ord("A"): @@ -23,13 +23,13 @@ def step(self, action): print() print("Observations: ", self.controller.observation) - return observation, reward, isDone, info + return observation, reward, is_done, info def is_done(self): - isDone = self.controller.is_done() - if isDone: + is_done = self.controller.is_done() + if is_done: print("Done") - return isDone + return is_done def get_observations(self): return self.controller.get_observations() diff --git a/deepbots/supervisor/wrappers/tensorboard_wrapper.py b/deepbots/supervisor/wrappers/tensorboard_wrapper.py index 8508914..e1348d1 100644 --- a/deepbots/supervisor/wrappers/tensorboard_wrapper.py +++ b/deepbots/supervisor/wrappers/tensorboard_wrapper.py @@ -1,10 +1,10 @@ import numpy as np from tensorboardX import SummaryWriter -from deepbots.supervisor.controllers.supervisor_env import SupervisorEnv +from deepbots.supervisor.controllers.deepbots_supervisor_env import DeepbotsSupervisorEnv -class TensorboardLogger(SupervisorEnv): +class TensorboardLogger(DeepbotsSupervisorEnv): def __init__(self, controller, log_dir="logs/results", @@ -29,7 +29,7 @@ def __init__(self, self.file_writer = SummaryWriter(log_dir, flush_secs=30) def step(self, action): - observation, reward, isDone, info = self.controller.step(action) + observation, reward, is_done, info = self.controller.step(action) if (self.v_action > 1): self.file_writer.add_histogram( @@ -47,7 +47,7 @@ def step(self, action): self.file_writer.add_scalar("Rewards/Per Global Step", reward, self.step_global) - if (isDone): + if (is_done): self.file_writer.add_scalar( "Is Done/Per Reset step", self.step_cntr, @@ -60,13 +60,13 @@ def step(self, action): self.step_cntr += 1 self.step_global += 1 - return observation, reward, isDone, info + return observation, reward, is_done, info def is_done(self): - isDone = self.controller.is_done() + is_done = self.controller.is_done() self.file_writer.flush() - return isDone + return is_done def get_observations(self): obs = self.controller.get_observations() From 8c1ebba6da514ef10d93732d7d3ad39673fb3d31 Mon Sep 17 00:00:00 2001 From: Manos Kirtas Date: Wed, 18 Jan 2023 09:46:06 +0200 Subject: [PATCH 66/68] =?UTF-8?q?Deepbots=20version:=200.1.3-dev3=20?= =?UTF-8?q?=E2=86=92=200.1.3-dev4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .bumpversion.cfg | 2 +- VERSION | 2 +- deepbots/__init__.py | 2 +- setup.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.bumpversion.cfg b/.bumpversion.cfg index 81dfc55..5978864 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 0.1.3-dev3 +current_version = 0.1.3-dev4 commit = True tag = True parse = (?P\d+)\.(?P\d+)\.(?P\d+)(\-(?P[a-z]+)(?P\d+))? diff --git a/VERSION b/VERSION index e28037e..f19d64c 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -0.1.3-dev3 +0.1.3-dev4 diff --git a/deepbots/__init__.py b/deepbots/__init__.py index 61fdb84..4a3de58 100644 --- a/deepbots/__init__.py +++ b/deepbots/__init__.py @@ -1 +1 @@ -__version__ = "0.1.3-dev3" +__version__ = "0.1.3-dev4" diff --git a/setup.py b/setup.py index 695dfe5..8adcf46 100644 --- a/setup.py +++ b/setup.py @@ -14,7 +14,7 @@ name="deepbots", author="aidudezzz", author_email="deepbots@protonmail.com", - version="0.1.3-dev3", + version="0.1.3-dev4", description=DESCRIPTION, long_description=readme, long_description_content_type="text/markdown", From f553b4cd916d2c831ce3332a8e61ad8088d36b79 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 18 Jan 2023 08:02:54 +0000 Subject: [PATCH 67/68] Bump torch from 1.8.1 to 1.13.1 in /docker Bumps [torch](https://github.com/pytorch/pytorch) from 1.8.1 to 1.13.1. - [Release notes](https://github.com/pytorch/pytorch/releases) - [Changelog](https://github.com/pytorch/pytorch/blob/master/RELEASE.md) - [Commits](https://github.com/pytorch/pytorch/compare/v1.8.1...v1.13.1) --- updated-dependencies: - dependency-name: torch dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- docker/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/requirements.txt b/docker/requirements.txt index 38c8558..a728d0a 100644 --- a/docker/requirements.txt +++ b/docker/requirements.txt @@ -3,5 +3,5 @@ numpy==1.22.0 tensorflow==2.9.3 stable-baselines3 ray==1.2.0 -torch==1.8.1 +torch==1.13.1 wandb \ No newline at end of file From b3032f3bd3551d728019fa2b91a51239240a4bc4 Mon Sep 17 00:00:00 2001 From: veds12 Date: Sun, 28 Mar 2021 01:27:49 +0530 Subject: [PATCH 68/68] added changelog Co-authored-by: KelvinYang0320 --- .github/workflows/changelog_update.yaml | 30 +++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 .github/workflows/changelog_update.yaml diff --git a/.github/workflows/changelog_update.yaml b/.github/workflows/changelog_update.yaml new file mode 100644 index 0000000..c8bc355 --- /dev/null +++ b/.github/workflows/changelog_update.yaml @@ -0,0 +1,30 @@ +name: Generate Changelog +on: + push: + branches: + - main + +jobs: + generate_changelog: + name: Update Changelog + runs-on: ubuntu-latest + steps: + - name: Checkout dev + uses: actions/checkout@v2 + + - name: Generate changelog + uses: charmixer/auto-changelog-action@v1.1 + with: + token: ${{ secrets.AIDUDEZZ_BOT_TOKEN }} + + - name: Commit files + run: | + git config --local user.email ${{ secrets.AIDUDEZZZ_BOT_EMAIL }} + git config --local user.name ${{ secrets.AIDUDEZZZ_BOT_USER }} + git add CHANGELOG.md && git commit -m 'Updated CHANGELOG.md' && echo "push=true" >> $GITHUB_ENV || echo "No changes to CHANGELOG.md" + - name: Push changes + if: env.push == 'true' + uses: ad-m/github-push-action@master + with: + github_token: ${{ secrets.AIDUDEZZ_BOT_TOKEN }} + branch: main