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Commits on Jun 19, 2024

• [RLlib] IMPALA on new API stack (w/ EnvRunner- and ConnectorV2 APIs). (ray-project#42085)

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Commits on Jun 14, 2024

• [RLlib] ONNX example script: Enhance to work with torch + LSTM (ray-project#43592)

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Commits on Jun 13, 2024

• [RLlib] Cleanup examples folder ray-project#16: Add missing docstrings to 2 connector example scripts. (ray-project#45864)

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Commits on Jun 12, 2024

• [RLlib] Cleanup examples folder ray-project#13. Fix main examples docs page for RLlib. (ray-project#45382)

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Commits on Jun 11, 2024

• [RLlib] Cleanup examples folder ray-project#15: Add example script for policy (RLModule) inference w/ ConnectorV2. (ray-project#45845)

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• [RLlib] Fix CI test: test_io.py. (ray-project#45839)

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• [RLlib] Cleanup examples folder ray-project#14: Add example script for policy (RLModule) inference on new API stack. (ray-project#45831)

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• [RLlib] Add LSTM option to run_connector_policyexample (old API stack; w/ manual Connector.reset() call). (ray-project#45829)

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Commits on Jun 10, 2024

• [RLlib] Fix test case multi-agent Pendulum PPO (--num-agents=2 arg missing in BUILD). (ray-project#45820)

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• [RLlib] Fix DreamerV3 bug for num_env_runners > 0 (users should use num_envs_per_env_runner > 1 instead, though). (ray-project#45819)

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Commits on Jun 9, 2024

• [Tune; RLlib] Missing stopping criterion should not error (just warn). (ray-project#45613)

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Commits on Jun 7, 2024

• [RLlib] Cleanup examples folder ray-project#10: Add custom_rl_module.py example script and matching RLModule example class (tiny CNN).. (ray-project#45774)

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Commits on Jun 6, 2024

• [RLlib] Fix release test JSON summary problem (if e.g. numpy data in result dict). (ray-project#45753)

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• [RLlib] Stats bug fix: EMA stats w/o window would lead to infinite list mem-leak. (ray-project#45752)

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Commits on Jun 5, 2024

• [RLlib] Add "official" benchmark script for Atari PPO benchmarks (new API stack). (ray-project#45697)

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Commits on Jun 4, 2024

• [RLlib] Activate DreamerV3 weekly release test (on Pong-v5 with the 100k setup). (ray-project#45654)

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Commits on Jun 3, 2024

• [RLlib] Enhance env-rendering callback. (ray-project#45682)

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• [RLlib] DreamerV3 reporting fix for config.report_dream_data=True. (ray-project#45683)

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• [RLlib] Cleanup examples folder ray-project#14: Add example script for how to resume a tune.Tuner.fit() experiment from a checkpoint. (ray-project#45681)

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Commits on May 31, 2024

• [RLlib] DreamerV3 on tf: Fix bug w/ reduce_fn still passed into LearnerGroup.update_from_batch(). (ray-project#45419)

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Commits on May 30, 2024

• [RLlib] Complete do-over of RLlib release tests (new API stack). (ray-project#45589)

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Commits on May 29, 2024

• [RLlib] Fix wrong env being passed into on_episode_end callback on MultiAgentEnvRunner when sampling whole episodes. (ray-project#45617)

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Commits on May 28, 2024

• [RLlib] Fix frame stacking connector for experiments with more than 1 Learner. (ray-project#45588)

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• [RLlib] Change/fix MetricsLogger log_n_dicts() logic. (ray-project#45585)

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Commits on May 27, 2024

• [RLlib] Fix metrics bug (wrt individual agent returns) in MultiAgentEnvRunner. (ray-project#45543)

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Commits on May 23, 2024

• [RLlib] Fix Single/MultiAgentEnvRunner missing env-to-module connector call in _sample_episodes(). (ray-project#45517)

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Commits on May 22, 2024

• [RLlib; CODEOWNERS] Change RLlib's code owners. (ray-project#45472)

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Commits on May 21, 2024

• [RLlib] Add option for APPO/IMPALA to change number of GPU-loader threads and skip mixin buffer if not needed. (ray-project#45467)

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Commits on May 17, 2024

• [RLlib] Fix test_actor_manager CI test. (ray-project#45411)

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• [RLlib] Cleanup examples folder 11: Example for using fractional GPUs on the Learners. (ray-project#45379)

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• [RLlib] Issue 44686: Upgrade all rllib_contrib requirements to tf2.11.1. (ray-project#45396)

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Commits on May 16, 2024

• [RLlib] Unify pattern of examples and learning tests. (ray-project#45023)

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• [RLlib] Cleanup metrics-spam in algo's result dicts (retire "sampler_results", don't dump env-runner-results into top-level). (ray-project#45378)

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• [RLlib] AlgorithmConfig: Mostly dissolve resources() settings (e.g. num_learner_workers) into learners() and env_runners() methods. (ray-project#45376)

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Commits on May 15, 2024

• [RLlib] Provide more constants for common result dict keys, e.g. EPISODE_RETURN_MEAN. (ray-project#45330)

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