[RLlib] Add support for multi-agent off-policy algorithms in the new API stack.#45182

Merged

sven1977 merged 41 commits intoray-project:masterfrom simonsays1980:change_ma_buffer_to_use_list_of_episodes

May 24, 2024

+300-209

Commits on Apr 29, 2024

Commits on Apr 30, 2024

Commits on May 3, 2024

Commits on May 7, 2024

Fixed a small bug in test code.
simonsays1980
committed
Merge branch 'master' into change_episode_buffers_to_return_episode_lists_from_sample
simonsays1980
committed
Interchanged 'new_obs' with our constant 'Columns.NEXT_OBS' for better readability of the test code for users (we describe the connector to add the 'NEXT_OBS' to the batch).
simonsays1980
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Added new sampling method in 'MultiAgentEpisodeReplayBuffer' for 'independent'-mode sampling. Added multi-agent example for SAC and modified 'compute_gradients' in 'SACTorchLearner' to deal with MA…
simonsays1980
committed

Commits on May 8, 2024

Changed 'truncated/terminated' logic in 'MultiEnv' and 'MultiAgentEpisode'
simonsays1980
committed

Commits on May 14, 2024

Commits on May 15, 2024

Commits on May 16, 2024