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wenzhangliu committed Dec 25, 2023
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6 changes: 3 additions & 3 deletions docs/source/documents/api/learners/marl/ippo.rst
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Expand Up @@ -43,7 +43,7 @@ PyTorch

This method performs a single update step for the IPPO learner based on the given experience sample.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand All @@ -54,7 +54,7 @@ PyTorch
This method performs a single update step for the IPPO learner with recurrent policies based on the given
experience sample.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -140,7 +140,7 @@ MindSpore

This method performs a single update step for the IPPO learner based on the given experience sample.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
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6 changes: 3 additions & 3 deletions docs/source/documents/api/learners/marl/mappo.rst
Original file line number Diff line number Diff line change
Expand Up @@ -43,7 +43,7 @@ PyTorch

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand All @@ -53,7 +53,7 @@ PyTorch

Update the parameters of the model with recurrent neural networks.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -96,7 +96,7 @@ TensorFlow

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
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6 changes: 3 additions & 3 deletions docs/source/documents/api/learners/marl/matd3.rst
Original file line number Diff line number Diff line change
Expand Up @@ -37,7 +37,7 @@ PyTorch

This method performs a single update step for the MATD3 learner based on the given experience sample.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -74,7 +74,7 @@ TensorFlow

This method performs a single update step for the MATD3 learner based on the given experience sample.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -111,7 +111,7 @@ MindSpore

This method performs a single update step for the MATD3 learner based on the given experience sample.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
6 changes: 3 additions & 3 deletions docs/source/documents/api/learners/marl/mfac.rst
Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@ PyTorch

This method processes an experience sample and performs a single update step for the MFAC learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -66,7 +66,7 @@ TensorFlow

This method processes an experience sample and performs a single update step for the MFAC learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -99,7 +99,7 @@ MindSpore

This method processes an experience sample and performs a single update step for the MFAC learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
6 changes: 3 additions & 3 deletions docs/source/documents/api/learners/marl/mfq.rst
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ PyTorch

This method processes an experience sample and performs a single update step for the MFQ learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -89,7 +89,7 @@ TensorFlow

This method processes an experience sample and performs a single update step for the MFQ learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -134,7 +134,7 @@ MindSpore

This method processes an experience sample and performs a single update step for the MFQ learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
8 changes: 4 additions & 4 deletions docs/source/documents/api/learners/marl/qmix.rst
Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ PyTorch

Update the QMIX learner based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand All @@ -45,7 +45,7 @@ PyTorch

Update the QMIX learner for recurrent architectures based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -80,7 +80,7 @@ TensorFlow

Update the QMIX learner based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -115,7 +115,7 @@ MindSpore

Update the QMIX learner based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
6 changes: 3 additions & 3 deletions docs/source/documents/api/learners/marl/qtran.rst
Original file line number Diff line number Diff line change
Expand Up @@ -36,7 +36,7 @@ PyTorch

Update the parameters of the QTRAN learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -71,7 +71,7 @@ TensorFlow

Update the parameters of the QTRAN learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -106,7 +106,7 @@ MindSpore

Update the parameters of the QTRAN learner.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
8 changes: 4 additions & 4 deletions docs/source/documents/api/learners/marl/vdac.rst
Original file line number Diff line number Diff line change
Expand Up @@ -43,7 +43,7 @@ PyTorch

Update the VDAC learner based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand All @@ -53,7 +53,7 @@ PyTorch

Update the VDAC learner for recurrent architectures based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -96,7 +96,7 @@ TensorFlow

Update the VDAC learner based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -139,7 +139,7 @@ MindSpore

Update the VDAC learner for recurrent architectures based on the sampled experience from the experience replay buffer.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
8 changes: 4 additions & 4 deletions docs/source/documents/api/learners/marl/vdn.rst
Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ PyTorch

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand All @@ -45,7 +45,7 @@ PyTorch

Update the parameters of the model with recurrent neural networks.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -80,7 +80,7 @@ TensorFlow

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -115,7 +115,7 @@ MindSpore

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down
8 changes: 4 additions & 4 deletions docs/source/documents/api/learners/marl/wqmix.rst
Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ PyTorch

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand All @@ -45,7 +45,7 @@ PyTorch

Update the parameters of the model with recurrent neural networks.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -80,7 +80,7 @@ TensorFlow

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down Expand Up @@ -117,7 +117,7 @@ MindSpore

Update the parameters of the model.

:param sample: A dictionary contianing necessary experience data that is sampled from experience replay buffer.
:param sample: A dictionary containing necessary experience data that is sampled from experience replay buffer.
:type sample: dict
:return: The information of the training.
:rtype: dict
Expand Down

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