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Commits on Nov 4, 2024

• [RLlib] Fix torch scheduler stepping and reporting. (ray-project#48125)

  simonsays1980

  authored
  ec9775d

Commits on Oct 29, 2024

• [RLlib] AutoregressiveActionsRLM overhaul to fix flaky test and simplify. (ray-project#47972)

  simonsays1980

  authored
  a24bf07

Commits on Oct 27, 2024

• [RLlib] Fix ConnectorPipelineV2 restoring from checkpoint (by writing information about individual connector pieces to the ctor_args_and_kwargs file). (ray-project#48213)

  simonsays1980

  authored
  6878aa1

Commits on Oct 21, 2024

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

  simonsays1980

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  fbf24a0

Commits on Oct 10, 2024

• [RLlib] Fix small bug in 'InfiniteLookBackBuffer.get_state/from_state'. (ray-project#47914)

  simonsays1980

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  00829fe

Commits on Oct 7, 2024

• [RLlib] Fix assertion in Simplex space. (ray-project#47880)

  simonsays1980

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  f568674

Commits on Sep 30, 2024

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

  simonsays1980

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  c8aa7f1

• [RLlib] Add log-std clipping to 'MLPHead's. (ray-project#47827)

  simonsays1980

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  788aecd

Commits on Sep 26, 2024

• [RLlib; Offline RL] Add docstrings to 'MARWIL'. (ray-project#47157)

  simonsays1980

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  d8d9f6b

Commits on Sep 25, 2024

• [RLlib] Fix action masking example. (ray-project#47817)

  simonsays1980

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  7966130

• [RLlib] Enable cloud checkpointing. (ray-project#47682)

  simonsays1980

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  a6cf9d7

• [RLlib] Increase backward compatibility of checkpoints. (ray-project#47708)

  simonsays1980

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  b1624c9

• [RLlib; Offline RL] Offline performance cleanup. (ray-project#47731)

  simonsays1980

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  f17bb99

Commits on Sep 17, 2024

• [RLlib] Add gradient logging as default. (ray-project#47451)

  simonsays1980

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  6a62b0f

• [RLlib; Offline RL] Enable buffering episodes. (ray-project#47501)

  simonsays1980

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  4984d41

Commits on Sep 10, 2024

• [RLlib; Offline RL] Store episodes in state form. (ray-project#47294)

  simonsays1980

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  aa7179a

Commits on Sep 9, 2024

• [RLlib; Offline RL] - Replace GAE in MARWILOfflinePreLearner with GeneralAdvantageEstimation connector in learner pipeline. (ray-project#47532)

  simonsays1980

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  5e2d73d

Commits on Sep 6, 2024

• [RLlib; Off-policy] Add episode sampling to EpisodeReplayBuffer. (ray-project#47500)

  simonsays1980

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  5c70d96

Commits on Sep 4, 2024

• [RLlib] - Add example for PyTorch lr schedulers. (ray-project#47454)

  simonsays1980

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  158a75f

Commits on Sep 3, 2024

• [RLlib] Add option to use torch.lr_scheduler classes for learning rate schedules. (ray-project#47453)

  simonsays1980

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  e147e31

• [RLlib] Add gradient checks to avoid nan gradients in TorchLearner. (ray-project#47452)

  simonsays1980

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  e1ed103

Commits on Aug 31, 2024

• [RLlib; Offline RL] Add cloud filesystems to offline data input arguments. (ray-project#47384)

  simonsays1980

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  63247f3

Commits on Aug 30, 2024

• [RLlib; Offline RL] CQL: Support multi-GPU/CPU setup and different learning rates for actor, critic, and alpha. (ray-project#47402)

  simonsays1980

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  eedb407

Commits on Aug 29, 2024

• [RLlib; Offline RL] - Enable reading old-stack SampleBatch data in new stack Offline RL. (ray-project#47359)

  simonsays1980

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  ccd3ba5

Commits on Aug 26, 2024

• [RLlib; PyTorch] Add kwargs to torch.nn.parallel.DistributedDataParallel. (ray-project#47276)

  simonsays1980

  authored
  9b929bd

Commits on Aug 21, 2024

• [RLlib] Add separate learning rates for policy and alpha to SAC. (ray-project#47078)

  simonsays1980

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  c50e3b6

Commits on Aug 20, 2024

• [RLlib; Offline RL] Cleanup Offline RL algorithms. (ray-project#47195)

  simonsays1980

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  ce77daa

Commits on Aug 19, 2024

• [RLlib; Offline RL] Add missing __init__.py to MARWIL torch folder. (ray-project#47194)

  simonsays1980

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  eff4726

• [RLlib; Offline RL] Implement CQL algorithm logic in new API stack. (ray-project#47000)

  simonsays1980

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  3a124d3

Commits on Aug 16, 2024

• [RLlib; Offline RL] Added stop method to OfflineEnvRunner. (ray-project#47155)

  simonsays1980

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  4f0924a

• [RLlib; Offline RL] Fix data path in new stack BC test. (ray-project#47154)

  simonsays1980

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  b1f7dd5

Commits on Aug 15, 2024

• [RLlib; Offline RL] Add tests for OfflineSingleAgentEnvRunner. (ray-project#47133)

  simonsays1980

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  50d44cc

Commits on Aug 13, 2024

• [RLlib; Offline RL] Implement twin-Q net option for CQL. (ray-project#47105)

  simonsays1980

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  dfc6fad

• [RLlib; Offline RL] Support writing and reading composite spaces samples. (ray-project#47046)

  simonsays1980

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  e066289

Commits on Aug 12, 2024

• [RLlib] Add constant for __env__ key. (ray-project#47047)

  simonsays1980

  authored
  eceb38a

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