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[RLlib] Implementation of MultiAgentEpisodeReplayBuffer
for the new API stack.
#44450
[RLlib] Implementation of MultiAgentEpisodeReplayBuffer
for the new API stack.
#44450
Commits on Mar 22, 2024
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Merge branch 'master' of https://github.com/ray-project/ray into mult…
…i_agent_episode_add_module_for_api
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Commits on Apr 2, 2024
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Commits on Apr 3, 2024
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Merge branch 'master' of https://github.com/ray-project/ray into mult…
…i_agent_episode_add_slice_api
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Defined 'MultiAgentEpisodeReplayBuffer' class and added '__init__' an…
…d 'add' method. Fixed a minor bug in the 'MultiAgentEpisode' b/c the 'agent_module_ids' mapping was not assigned in the 'MultiAgentEpisode.__init__'. Furthermore, added some tests for the new buffer. Signed-off-by: Simon Zehnder <[email protected]>
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Defined 'sample' method for 'MultiAgentEpisodeReplayBuffer' to sample…
… either 'independent' or 'synchronized'. There appears to be an inconsistency between the action getters of the SingleAgentEpisode' and the 'MultiAgentEpisode' - the latter retrieves the timestep one earlier than observations. Signed-off-by: Simon Zehnder <[email protected]>
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Commits on Apr 4, 2024
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Merge branch 'master' of https://github.com/ray-project/ray into mult…
…i_agent_episode_add_slice_api
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unit tests passing, incl. MAEpisode slice fix for scenario with one a…
…gent shorter sa-episode and we slice until somewhere past the end of that sa-episode. Signed-off-by: sven1977 <[email protected]>
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add proper terminateds/truncateds support to slicing.
Signed-off-by: sven1977 <[email protected]>
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Merge branch 'master' of https://github.com/ray-project/ray into mult…
…i_agent_episode_add_slice_api
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Merge remote-tracking branch 'sven1977/multi_agent_episode_add_slice_…
…api' into multi-agent-episode-replay-buffer Signed-off-by: Simon Zehnder <[email protected]>
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Added review from @sven1977 and merged changes in 'MultiAgentEpisode'…
… and 'SingleAgentEpisode'. Signed-off-by: Simon Zehnder <[email protected]>
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Merge branch 'multi-agent-episode-replay-buffer' of github.com:simons…
…ays1980/ray into multi-agent-episode-replay-buffer Signed-off-by: Simon Zehnder <[email protected]>
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Commits on Apr 5, 2024
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Merge branch 'master' into multi-agent-episode-replay-buffer
Signed-off-by: Simon Zehnder <[email protected]>
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Commits on Apr 8, 2024
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Added getter for metrics and 'get/set_state' for pickling or storing …
…a buffer. Signed-off-by: Simon Zehnder <[email protected]>
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Refactored getters to override super's getters. In addition added tes…
…ts for getters and counters. Signed-off-by: Simon Zehnder <[email protected]>
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Commented out sampling tests until getters in MultiAgentEpisode are f…
…ixed. Signed-off-by: Simon Zehnder <[email protected]>
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Apply suggestions from code review
Signed-off-by: Sven Mika <[email protected]>
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Added 'MultiAgentEpisodeReplayBuffer' to the list of registered buffers.
Signed-off-by: Simon Zehnder <[email protected]>
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Merge branch 'multi-agent-episode-replay-buffer' of github.com:simons…
…ays1980/ray into multi-agent-episode-replay-buffer Signed-off-by: Simon Zehnder <[email protected]>
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Added a 'concat_episode' method to MAE and fixed some testing logic.
Signed-off-by: Simon Zehnder <[email protected]>
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Commits on Apr 9, 2024
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Fixed some minor bugs in the tests.
Signed-off-by: Simon Zehnder <[email protected]>
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Commits on Apr 15, 2024
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Merged master with new 'MultiAGentEpisode.concat' and uncommented tes…
…ts that depend on it. Signed-off-by: Simon Zehnder <[email protected]>
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Commits on Apr 23, 2024
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Added @sven1977's fix in the 'InfiniteLookbackBuffer' and uncommented…
… the test for synchronized sampling'. Signed-off-by: Simon Zehnder <[email protected]>
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Merge branch 'master' into multi-agent-episode-replay-buffer
Signed-off-by: Simon Zehnder <[email protected]>
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Fixed remaining bugs in tests.
Signed-off-by: Simon Zehnder <[email protected]>
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