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Commits on Apr 11, 2025

• [RLlib] Remove local EnvRunner (optional). (#52091)

  sven1977

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  62f9f1a

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Commits on Feb 28, 2025

• [RLlib] APPO accelerate (vol 18): EnvRunner sync enhancements. (#50918)

  sven1977

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  02d4a3a

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Commits on Feb 4, 2025

• [tune] Update rllib `ray.train` and `ray.air` usage (#49895)

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  justinvyu

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  d0a1dcd

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Commits on Dec 31, 2024

• [RLlib] Callbacks API: Enhancements, cleanups, some do-over. (#49511)

  sven1977

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  7d684c2

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Commits on Nov 7, 2024

• [RLlib] Fix IMPALA/APPO learning behavior: Fix EnvRunner sync bug, GPU loader thread, enable local learner w/ GPU. (#48314)

  sven1977

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  359f40a

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Commits on Sep 26, 2024

• [RLlib; new API stack by default] Switch on new API stack by default for SAC and DQN. (#47217)

  sven1977

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  63233ec

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Commits on Jun 26, 2024

• [RLlib] Remove default-metrics from `Algorithm` (tune does NOT error anymore if any stop-metric is missing). (#46200)

  sven1977

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  0395e04

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Commits on Jun 5, 2024

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

  sven1977

  authored
  d49f15b

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Commits on May 15, 2024

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

  sven1977

  authored
  cf7a09d

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Commits on May 2, 2024

• [RLlib] Metrics do-over 05: Add example script for a custom `render()` method (with WandB videos). (#45107)

  sven1977

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  d310a2b

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Commits on Apr 27, 2024

• [RLlib] AlgorithmConfig cleanup 03: Cleaner names and structuring of API-stack config settings. (#44920)

  sven1977

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  2ca00e0

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Commits on Apr 25, 2024

• [RLlib] AlgorithmConfig cleanup 02: Restructure methods and properties. (#44896)

  sven1977

  authored
  10ec614

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• [RLlib] Metrics do-over 02: Use new MetricsLogger in `PPO.training_step()` and `EnvRunner.get_metrics()`. (#44888)

  sven1977

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  611e7d5

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Commits on Apr 19, 2024

• [RLlib] Introduce debugging setting to run eval+training in parallel w/o using a ThreadPool. (#44866)

  sven1977

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  1a84b94

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Commits on Apr 16, 2024

• [RLlib] Cleanup examples folder 07: Translate `custom_experiment`, `custom_logger`, `custom_progress_reporter` to new API stack. (#44735)

  sven1977

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  460ca3b

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Commits on Apr 9, 2024

• [RLlib] Cleanup `examples/` folder 03. (#44559)

  sven1977

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  1d69833

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Commits on Apr 2, 2024

• [RLlib] Cleanup examples folder #01. (#44067)

  sven1977

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  cb05540

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Commits on Mar 13, 2024

• [RLlib] Evaluation do-over: Make parallel evaluation to training the default behavior and deprecate async eval option. (#43787)

  sven1977

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  4b47995

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