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Commits on Jan 3, 2025

• [RLlib] Cleanup examples folder vol. 42: New example script on how to write custom Algorithm (VPG) from scratch. (ray-project#49536)

  sven1977

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• [RLlib] Cleanup examples folder vol. 41: Add new example on async gym vector env. (ray-project#49527)

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Commits on Dec 31, 2024

• [RLlib] Checkpointing enhancements: Experimentally support msgpack and separate state from architecture. (ray-project#49497)

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Commits on Dec 30, 2024

• [RLlib] Remove RLlib CLI files, remove other files not needed anymore. (ray-project#49488)

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Commits on Dec 20, 2024

• [RLlib; docs] Docs do-over (new API stack): RLModules vol 02; Major cleanups, SAC/DQN default RLModules, QNetAPI, remove noisy nets from DQN. (ray-project#49368)

  sven1977

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• [RLlib] Docs do-over (new API stack): Prep. RLModule; introduce Default[algo]RLModule classes (rename from [algo]RLModule). (ray-project#49366)

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Commits on Dec 19, 2024

• [RLlib] Cleanup examples folder vol12: GPUs on EnvRunners. (ray-project#49166)

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Commits on Dec 11, 2024

• [CI; RLlib] Increase parallel example scripts processes from 5 to 6. (ray-project#49217)

  sven1977

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• [RLlib] Cleanup examples folder (new API stack) vol 31: Add hierarchical training example script. (ray-project#49127)

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• [RLlib; docs] Docs do-over (new API stack): Env pages vol 01. (ray-project#49165)

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Commits on Dec 4, 2024

• [RLlib] Activate APPO cont. actions release- and CI tests (HalfCheetah-v1 and Pendulum-v1 new in tuned_examples). (ray-project#49068)

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Commits on Dec 3, 2024

• [RLlib] External Env support for new API stack: New example script and custom tcp-capable EnvRunner. (ray-project#49033)

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Commits on Dec 2, 2024

• [RLlib; Offline RL] Fix small memory leak in OfflineSingleAgentEnvRunner. (ray-project#48309)

  simonsays1980

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Commits on Nov 20, 2024

• [RLlib] APPO enhancements (new API stack) vol 01: Add circular buffer (ray-project#48798)

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Commits on Nov 15, 2024

• [RLlib] Reverse learner queue behavior of IMPALA/APPO (consume oldest batches first, instead of newest, BUT drop oldest batches if queue full). (ray-project#48702)

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Commits on Nov 12, 2024

• [RLlib] Cleanup examples folder vol 32: Enable RLlib + Serve example in CI and translate to new API stack. (ray-project#48687)

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Commits on Nov 11, 2024

• [RLlib] Fix accumulation of results in (new API stack) Algorithm. (ray-project#48136)

  sven1977

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Commits on Nov 10, 2024

• [RLlib] New API stack: On by default for BC/MARWIL/CQL. (ray-project#48599)

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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. (ray-project#48314)

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Commits on Nov 5, 2024

• [RLlib] New API stack on by default for APPO and IMPALA. (ray-project#48516)

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Commits on Nov 3, 2024

• [RLlib] New API stack on by default for PPO. (ray-project#48284)

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Commits on Nov 2, 2024

• [RLlib] Cleanup evaluation folder. (ray-project#48493)

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Commits on Nov 1, 2024

• Revert "Revert "Revert "Revert "[RLlib] Upgrade to gymnasium 1.0.0 (ale_py 0.10.1, mujoco 3.2.4, pettingzoo 1.24.3 supersuit 3.9.3)."""" (ray-project#48443)

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Commits on Oct 30, 2024

• Revert "Revert "Revert "[RLlib] Upgrade to gymnasium 1.0.0 (ale_py 0.10.1, mujoco 3.2.4, pettingzoo 1.24.3 supersuit 3.9.3).""" (ray-project#48435)

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Commits on Oct 29, 2024

• Revert "Revert "[RLlib] Upgrade to gymnasium 1.0.0 (ale_py 0.10.1, mujoco 3.2.4, pettingzoo 1.24.3 supersuit 3.9.3)."" (ray-project#48308)

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Commits on Oct 28, 2024

• Revert "[RLlib] Upgrade to gymnasium 1.0.0 (ale_py 0.10.1, mujoco 3.2.4, pettingzoo 1.24.3 supersuit 3.9.3)." (ray-project#48297)

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• [RLlib] Upgrade to gymnasium 1.0.0 (ale_py 0.10.1, mujoco 3.2.4, pettingzoo 1.24.3 supersuit 3.9.3). (ray-project#45328)

  sven1977

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Commits on Oct 21, 2024

• [RLlib; Offline RL] Validate episodes before adding them to the buffer. (ray-project#48083)

  simonsays1980

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Commits on Oct 20, 2024

• [RLlib] Cleanup examples folder vol. 23: Add example script for custom metrics on EnvRunners (using MetricsLogger API). (ray-project#47969)

  sven1977

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Commits on Oct 18, 2024

• [RLlib] Fix 2 broken CI tests. (ray-project#47993)

  sven1977

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Commits on Oct 10, 2024

• [RLlib] Cleanup examples folder vol. 25: Remove some old API stack examples. (ray-project#47970)

  sven1977

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Commits on Oct 9, 2024

• [RLlib; fault-tolerance] Fix spot node preemption problem (RLlib does not catch correct ObjectLostError). (ray-project#47940)

  sven1977

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• [RLlib] New API stack: (Multi)RLModule overhaul vol 05 (deprecate Specs, SpecDict, TensorSpec). (ray-project#47915)

  sven1977

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Commits on Sep 30, 2024

• [RLlib] Update autoregressive actions example. (ray-project#47829)

  simonsays1980

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Commits on Sep 28, 2024

• [RLlib] Cleanup examples folder (vol 30): BC pretraining, then PPO finetuning (new API stack with RLModule checkpoints). (ray-project#47838)

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