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Commits on Mar 24, 2023

• [RLlib] Change default framework from tf to torch (ray-project#33604)

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  kouroshHakha

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Commits on Dec 20, 2022

• [RLlib] gymnasium support (new Env.reset()/step()/seed()/render() APIs). (ray-project#28369)

  sven1977

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Commits on Nov 25, 2022

• [RLlib] Preparation for gymnasium/gym0.26 upgrade: Deprecate horizon and soft_horizon settings. (ray-project#30583)

  sven1977

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Commits on Oct 27, 2022

• [RLlib] Replace CartPole-v0 -> CartPole-v1 everywhere, incl. docs. (ray-project#29752)

  sven1977

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Commits on Sep 28, 2022

• Revert "Revert "[RLlib] @deprecate(error=True|False) escalation."" (ray-project#28807)

  sven1977

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Commits on Sep 26, 2022

• Revert "[RLlib] @deprecate(error=True|False) escalation. (ray-project#28733)" (ray-project#28795)

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  amogkam

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• [RLlib] @deprecate(error=True|False) escalation. (ray-project#28733)

  sven1977

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Commits on Aug 11, 2022

• [RLlib] Move learning_starts logic from buffers into training_step(). (ray-project#26032)

  ArturNiederfahrenhorst

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Commits on Jun 10, 2022

• [RLlib] Trainer.training_iteration -> Trainer.training_step; Iterations vs reportings: Clarification of terms. (ray-project#25076)

  sven1977

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Commits on Jun 3, 2022

• [RLlib] Unflake some CI-tests. (ray-project#25313)

  sven1977

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Commits on May 22, 2022

• [RLlib] SAC, RNNSAC, and CQL TrainerConfig objects (ray-project#25059)

  smorad

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Commits on May 17, 2022

• [RLlib] Replay Buffer API and Ape-X. (ray-project#24506)

  ArturNiederfahrenhorst

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Commits on May 9, 2022

• [RLlib] SAC with new Replay Buffer API. (ray-project#24156)

  ArturNiederfahrenhorst

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Commits on May 2, 2022

• [RLlib] Deprecate timesteps_per_iteration config key (in favor of min_[sample|train]_timesteps_per_reporting. (ray-project#24372)

  sven1977

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Commits on Apr 12, 2022

• [RLlib] Memory leak finding toolset using tracemalloc + CI memory leak tests. (ray-project#15412)

  sven1977

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Commits on Feb 4, 2022

• [RLlib] [CI] Deflake longer running RLlib learning tests for off policy algorithms. Fix seeding issue in TransformedAction Environments (ray-project#21685)

  avnishn

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Commits on Dec 9, 2021

• [RLlib] Fix SAC learning test flakiness introduced in PR: "Sub-class Trainer (instead of build_trainer()): All remaining classes; soft-deprecate build_trainer." (ray-project#20985)

  sven1977

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Commits on Nov 3, 2021

• [RLlib] Upgrade gym version to 0.21 and deprecate pendulum-v0. (ray-project#19535)

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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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Commits on Sep 6, 2021

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

  sven1977

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Commits on Aug 31, 2021

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

  sven1977

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Commits on Jul 27, 2021

• [RLlib] De-flake 3 test cases; Fix config.simple_optimizer and SampleBatch.is_training warnings. (ray-project#17321)

  sven1977

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Commits on Jun 30, 2021

• [RLlib] CQL BC loss fixes; PPO/PG/A2|3C action normalization fixes (ray-project#16531)

  sven1977

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Commits on Mar 29, 2021

• [RLlib] Fix 2 flakey test cases. (ray-project#14892)

  sven1977

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Commits on Mar 26, 2021

• Deflake some RLlib tests (ray-project#14947)

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  ericl

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Commits on Mar 15, 2021

• [RLlib] Unflake 2 test cases (SAC cont. cartpole). (ray-project#14620)

  sven1977

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Commits on Feb 2, 2021

• [RLlib] Allow SAC to use custom models as Q- or policy nets and deprecate "state-preprocessor" for image spaces. (ray-project#13522)

  sven1977

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Commits on Jan 19, 2021

• [RLlib] Issue 9071 A3C w/ RNN not working due to VF assuming no RNN. (ray-project#13238)

  sven1977

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Commits on Nov 30, 2020

• [RLlib] PyBullet Env native support via env str-specifier (if installed). (ray-project#12209)

  sven1977

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Commits on Nov 24, 2020

• [RLlib] Increase the scope of RLlib's regression tests. (ray-project#12200)

  sven1977

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Commits on Sep 5, 2020

• [RLlib] SAC n_step > 1. (ray-project#10567)

  sven1977

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Commits on May 27, 2020

• [RLlib] Auto-framework, retire use_pytorch in favor of framework=... (ray-project#8520)

  sven1977

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Commits on May 26, 2020

• [RLlib] Benchmark and regression test yaml cleanup and restructuring. (ray-project#8414)

  sven1977

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