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[RLlib] IMPALA PyTorch (#8287)

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This PR adds an IMPALA PyTorch implementation.

- adds compilation tests for LSTM and w/o LSTM.
- adds learning test for CartPole.
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Sven Mika
2020-05-03 13:44:25 +02:00
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parent 1228369a87
commit 166bb5d690
17 changed files with 335 additions and 45 deletions
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doc/source/rllib-toc.rst
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@@ -89,7 +89,7 @@ Algorithms
- |pytorch| |tensorflow| :ref:`Distributed Prioritized Experience Replay (Ape-X) <apex>`
- |tensorflow| :ref:`Importance Weighted Actor-Learner Architecture (IMPALA) <impala>`
- |pytorch| |tensorflow| :ref:`Importance Weighted Actor-Learner Architecture (IMPALA) <impala>`
- |pytorch| |tensorflow| :ref:`Asynchronous Proximal Policy Optimization (APPO) <appo>`