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Commits on Sep 20, 2021

• [RLlib; testing] Fix bug in stress tests not handling >1 trials per experiment (due to grid-search in IMPALA stress tests). (ray-project#18705)

  sven1977

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Commits on Sep 17, 2021

• [RLlib] Add worker arg (optional) to policy_mapping_fn. (ray-project#18184)

  sven1977

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Commits on Sep 16, 2021

• [RLlib Testing] Lower --smoke-test "time_total_s" to make sure it doesn't time out. (ray-project#18670)

  sven1977

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Commits on Sep 15, 2021

• [RLlib Testig] Split and unflake more CI tests (make sure all jobs are < 30min). (ray-project#18591)

  sven1977

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• [RLlib] Bump tf version in ML docker to tf==2.5.0; add tfp to ML-docker. (ray-project#18544)

  sven1977

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• [RLlib] Rename rllib rollout into rllib evaluate (backward compatible) to match Trainer API. (ray-project#18467)

  sven1977

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Commits on Sep 14, 2021

• [RLlib] Fix R2D2 (torch) multi-GPU issue. (ray-project#18550)

  sven1977

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  08c0973

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• Change tests owners for ml tests (ray-project#18417)

  

  Ameer Haj Ali

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Commits on Sep 13, 2021

• [RLlib] Multi-GPU learner thread (IMPALA) error messages/comments/code-cleanup. (ray-project#18540)

  sven1977

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Commits on Sep 11, 2021

• [RLlib] Add simple action-masking example script/env/model (tf and torch). (ray-project#18494)

  sven1977

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Commits on Sep 10, 2021

• [RLlib] Better error messages and hints; + failure-mode tests; (ray-project#18466)

  sven1977

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Commits on Sep 9, 2021

• [RLlib] No Preprocessors; preparatory PR ray-project#1 (ray-project#18367)

  sven1977

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• [RLlib] Deepcopy env_ctx for vectorized sub-envs AND add eval-worker-option to Trainer.add_policy() (ray-project#18428)

  sven1977

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Commits on Sep 8, 2021

• [RLlib] Add locking to PolicyMap in case it is accessed by a RolloutWorker and the same worker's AsyncSampler or the main LearnerThread. (ray-project#18444)

  sven1977

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• [RLlib] Add a unittest for learning rate schedule used with APEX agent. (ray-project#18389)

  

  gjoliver

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• [RLlib] DDPPO fixes and benchmarks. (ray-project#18390)

  sven1977

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Commits on Sep 7, 2021

• [RLlib Testing] Add A3C/APPO/BC/DDPPO/MARWIL/CQL/ES/ARS/TD3 to weekly learning tests. (ray-project#18381)

  sven1977

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• [RLlib] Add support for evaluation_num_episodes=auto (run eval for as long as the parallel train step takes). (ray-project#18380)

  sven1977

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Commits on Sep 6, 2021

• [RLlib] Add multi-GPU attention net tests to nightly test suite (+ R2D2 tests for LSTM and attention nets). (ray-project#18368)

  sven1977

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• [RLlib] Issues 17844, 18034: Fix n-step > 1 bug. (ray-project#18358)

  sven1977

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• [RLlib] Fix crash when using StochasticSampling exploration (most PG-style algos) w/ tf and numpy > 1.19.5 (ray-project#18366)

  sven1977

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Commits on Sep 5, 2021

• [RLlib] Strictly run evaluation_num_episodes episodes each evaluation run (no matter the other eval config settings). (ray-project#18335)

  sven1977

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Commits on Sep 4, 2021

• [RLlib] Set random seed (if provided) to Trainer process as well. (ray-project#18307)

  sven1977

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Commits on Sep 3, 2021

• [rllib/docker] silent unzip of atari roms (ray-project#18340)

  krfricke

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  ac5d255

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• [RLlib] Fix Atari learning test regressions (2 bugs) and 1 minor attention net bug. (ray-project#18306)

  sven1977

  authored
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• Move RLLib GPU release test dependencies to ml docker (ray-project#18208)

  krfricke

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• [RLlib] Make MultiAgentEnv inherit gym.Env to avoid direct class type manipulation (ray-project#18156)

  

  gjoliver

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Commits on Sep 2, 2021

• [RLlib] Issue 18231: Better (earlier) env validation and error message improvement. (ray-project#18249)

  sven1977

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• [RLlib] Minor renaming and cleanups related to last rollout worker seed fix. (ray-project#18155)

  

  gjoliver

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Commits on Sep 1, 2021

• [RLlib; Testing] Fix smoke-test settings for nightly learning_tests and stress_test; Add pybullet_envs to app-config. (ray-project#18274)

  sven1977

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Commits on Aug 31, 2021

• [RLlib] Better PolicyServer example (w/ or w/o tune) and add printing out actual listen port address in log-level=INFO. (ray-project#18254)

  sven1977

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• [RLlib] Move existing fake multi-GPU learning tests into separate buildkite job. (ray-project#18065)

  sven1977

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• [RLlib] Replay buffers: Add config option to store contents in checkpoints. (ray-project#17999)

  sven1977

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Commits on Aug 27, 2021

• [RLlib] Add policies arg to callback: on_episode_step (already exists in all other episode-related callbacks) (ray-project#18119)

  jsuarez5341

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Commits on Aug 26, 2021

• [tune] Fix hyperopt points to evaluate for nested lists (ray-project#18113)

  krfricke

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  34cf5db

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