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Commits on Dec 20, 2022

• [RLlib] gymnasium support (new Env.reset()/step()/seed()/render() APIs). (ray-project#28369)

  sven1977

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Commits on Nov 15, 2022

• [RLlib] Fault tolerant and elastic WorkerSets used across RLlib's algorithms (for sampling and evaluation). (ray-project#30118)

  

  Jun Gong

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  76cb42c

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Commits on Nov 3, 2022

• Revert "[RLlib] Revert "[RLlib] Remove deprecated execution plan API code. (ray-project#29941)"" (ray-project#29978)

  sven1977

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Commits on Nov 2, 2022

• Revert "[RLlib] Remove deprecated execution plan API code. (ray-project#29941)" (ray-project#29961)

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  kouroshHakha

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  9a020a2

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• [RLlib] Remove deprecated execution plan API code. (ray-project#29941)

  sven1977

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  d9b92eb

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Commits on Oct 27, 2022

• [RLlib] Set default num_rollout_workers in AlgorithmConfig to 0. Also fixes SAC, DDPG, CQL wrong default setups! (ray-project#29546)

  sven1977

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  53674b6

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• Revert "Revert "[RLlib] AlgorithmConfig: Next steps (volume 01); Algos, Rollo…" (ray-project#29747)

  sven1977

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• Revert "[RLlib] AlgorithmConfig: Next steps (volume 01); Algos, RolloutWorker, PolicyMap, WorkerSet use AlgorithmConfig objects under the hood. (ray-project#29395)" (ray-project#29742)

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  krfricke

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  12b579d

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Commits on Oct 26, 2022

• [RLlib] AlgorithmConfig: Next steps (volume 01); Algos, RolloutWorker, PolicyMap, WorkerSet use AlgorithmConfig objects under the hood. (ray-project#29395)

  sven1977

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  182744b

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Commits on Jul 27, 2022

• [RLlib] Get rid of all these deprecation warnings. (ray-project#27085)

  

  Jun Gong

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  acf2bf9

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Commits on Jun 14, 2022

• Revert "[RLlib] Remove execution plan code no longer used by RLlib. (ray-project#25624)" (ray-project#25776)

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  fishbone

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  7b8b0f8

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• [RLlib] Remove execution plan code no longer used by RLlib. (ray-project#25624)

  avnishn

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  8047198

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Commits on Jun 11, 2022

• [RLlib] Trainer to Algorithm renaming. (ray-project#25539)

  sven1977

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Commits on Jun 1, 2022

• Clean up docstyle in python modules and add LINT rule (ray-project#25272)

  ericl

  authored
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Commits on May 5, 2022

• [RLlib] Impala training iteration fn (ray-project#23454)

  avnishn

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  f2bb6f6

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Commits on Apr 11, 2022

• [RLlib] Rewrite PPO to use training_iteration + enable DD-PPO for Win32. (ray-project#23673)

  smorad

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  0092281

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Commits on Mar 31, 2022

• [RLlib] Removed the sampler() function in the ParallelRollouts() as it is no needed. (ray-project#22320)

  simonsays1980

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Commits on Mar 25, 2022

• [docs] fix doctests and activate CI (ray-project#23418)

  maxpumperla

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  6005499

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Commits on Mar 15, 2022

• [Lint] Cleanup incorrectly formatted strings (Part 1: RLLib). (ray-project#23128)

  suquark

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Commits on Jan 30, 2022

• [CI] Format Python code with Black (ray-project#21975)

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  bveeramani

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  7f1bacc

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Commits on Jan 27, 2022

• [RLlib] Preparatory PR for multi-agent, multi-GPU learning agent (alpha-star style) ray-project#2. (ray-project#21649)

  sven1977

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• [RLlib] Make policies_to_train more flexible via callable option. (ray-project#20735)

  sven1977

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  371fbb1

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Commits on Jan 13, 2022

• [RLlib] Decentralized multi-agent learning; PR ray-project#1 (ray-project#21421)

  sven1977

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  90c6b10

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Commits on Jan 11, 2022

• [RLlib] Issue 21044: Improve error message for "multiagent" dict checks. (ray-project#21448)

  sven1977

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  f94bd99

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Commits on Jan 5, 2022

• [RLlib] Issue 18499: PGTrainer with training_iteration fn does not support multi-GPU. (ray-project#21376)

  sven1977

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  853d108

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Commits on Dec 21, 2021

• [RLlib] POC: Run PGTrainer w/o the distr. exec API (Trainer's new training_iteration method). (ray-project#20984)

  sven1977

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  62dbf26

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Commits on Sep 30, 2021

• [RLlib] Unify all RLlib Trainer.train() -> results[info][learner][policy ID][learner_stats] and add structure tests. (ray-project#18879)

  sven1977

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  ed85f59

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• [RLlib] Issue 18668: Unity3D env client/server example not working (fix + add to test cases). (ray-project#18942)

  sven1977

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Commits on Aug 17, 2021

• [RLlib] IMPALA sample throughput calculation and full queue slowdown fixes (ray-project#17822)

  Bam4d

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  58a7382

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Commits on Jun 30, 2021

• [RLlib] CQL BC loss fixes; PPO/PG/A2|3C action normalization fixes (ray-project#16531)

  sven1977

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  53206dd

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Commits on Mar 18, 2021

• [RLlib] Issue ray-project#13802: Enhance metrics for multiagent->count_steps_by=agent_steps setting. (ray-project#14033)

  sven1977

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  c3a15ec

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Commits on Dec 9, 2020

• [RLlib] Batch-size for truncate_episode batch_mode should be confgurable in agent-steps (rather than env-steps), if needed. (ray-project#12420)

  sven1977

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  e40b14d

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Commits on Sep 22, 2020

• [rllib] Add execution module to package ref (ray-project#10941)

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  ericl

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Commits on Sep 20, 2020

• [RLlib] SAC algo cleanup. (ray-project#10825)

  sven1977

  authored
  805dad3

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Commits on Aug 15, 2020

• [RLlib] Rename rllib.utils.types into typing to match built-in python module's name. (ray-project#10114)

  sven1977

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  2256047

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