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Commits on Jun 13, 2020

• [RLlib] Add testing Policy.compute_single_action() for all agents. (ray-project#8903)

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Commits on Jun 11, 2020

• [RLlib] Issue 8889: action clipping bug ppo not learning mujoco (ray-project#8898)

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• [RLlib] Unity3d soccer benchmarks (ray-project#8834)

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Commits on Jun 10, 2020

• [Testing] Fix LINT/sphinx errors. (ray-project#8874)

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Commits on Jun 6, 2020

• Bug fix in the contextual bandit's linear_regression.py model. (ray-project#8815)

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Commits on Jun 5, 2020

• [RLlib] Issue 8412 (Adam vars not stored in ModelV2). (ray-project#8480)

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• [RLlib] Fix use_lstm flag for ModelV2 (w/o ModelV1 wrapping) and add it for PyTorch. (ray-project#8734)

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• [RLlib] Issue 8769 broken OOM tests_dir cases (R & S). (ray-project#8770)

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Commits on Jun 4, 2020

• [RLlib] Sample batch docs and cleanup. (ray-project#8778)

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Commits on Jun 3, 2020

• [RLlib] Make envs specifiable in configs by their class path. (ray-project#8750)

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Commits on May 30, 2020

• [RLlib] Unity3D integration (n Unity3D clients vs learning server). (ray-project#8590)

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Commits on May 29, 2020

• [RLlib] Fix broken tune tests in master due to framework=auto errors. (ray-project#8672)

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Commits on May 27, 2020

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

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• [RLlib] Removed config["sample_async"] restriction for A3C-torch. (ray-project#8617)

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• [RLlib] utils/spaces ... (ray-project#8608)

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• [RLlib] Add 2 Transformer learning test cases on StatelessCartPole (PPO and IMPALA). (ray-project#8624)

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Commits on May 26, 2020

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

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Commits on May 22, 2020

• [RLlib] Add QMIX support for complex obs spaces (Issue 8523). (ray-project#8533)

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Commits on May 21, 2020

• [RLlib] Error: "Unknown trainable [some rllib algo name]" (ray-project#8525)

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Commits on May 20, 2020

• [RLlib] Policy.compute_single_action() broken for nested actions (Issue 8411). (ray-project#8514)

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Commits on May 18, 2020

• [RLlib] Attention Net integration into ModelV2 and learning RL example. (ray-project#8371)

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Commits on May 15, 2020

• WIP. (ray-project#8456)

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Commits on May 14, 2020

• [RLlib] Make PyTorch Model forward pass faster in vf-case. (ray-project#8422)

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Commits on May 12, 2020

• [RLlib] Examples folder restructuring (Model examples; final part). (ray-project#8278)

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Commits on May 11, 2020

• [RLlib] IMPALA PyTorch GPU fixes (ray-project#8397)

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Commits on May 8, 2020

• [RLlib] Add light-weight Trainer.compute_action() tests for all Algos. (ray-project#8356)

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• LINT fixes. (ray-project#8370)

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• [RLlib] Issue 8319 DDPG (MA or num_envs_per_worker > 1) broken. (ray-project#8324)

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• [RLlib] Examples folder restructuring (models) part 1 (ray-project#8353)

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Commits on May 7, 2020

• [RLlib] Retry pip installs (after waiting n seconds) in install-dependencies.sh (ray-project#8354)

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Commits on May 4, 2020

• [RLlib] Remove tf.py_function from all Schedule classes (not differentiable and causes other bugs in MA setups). (ray-project#8304)

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• [RLlib] Fix issue 8135 (DDPG inf actions when using [-inf,inf] action space). (ray-project#8302)

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• [RLlib] APEX_DDPG (PyTorch) test case and docs. (ray-project#8288)

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Commits on May 3, 2020

• [RLlib] Fixes duplicate learning tests in travis.yaml. (ray-project#8293)

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• [RLlib] IMPALA PyTorch (ray-project#8287)

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