astronauti
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8874ccec2d
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[RLlib] Update sac_tf_policy.py (add tf.cast to float32 for rewards) (#14843)
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2021-03-24 16:12:55 +01:00 |
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Sven Mika
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6708211b59
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[RLlib] JSONReader: Mix files if > 1 at beginning (each worker should start with different file). (#14865)
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2021-03-24 16:07:40 +01:00 |
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Sven Mika
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3e389d5812
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[RLlib] Issue 14533: tf.enable_eager_execution() must be called at beginning. (#14737)
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2021-03-24 12:54:27 +01:00 |
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Sven Mika
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04bc0a9828
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[RLlib] Remove all non-trajectory view API code. (#14860)
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2021-03-23 09:50:18 -07:00 |
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Sven Mika
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f859ebb99f
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[RLlib] Fix env rendering and recording options (for non-local mode; >0 workers; +evaluation-workers). (#14796)
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2021-03-23 10:06:06 +01:00 |
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Sven Mika
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e7557ae433
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[RLlib] Issue 13132: DQN does not update target net after restore (#14838)
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2021-03-23 08:30:37 +01:00 |
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Sven Mika
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c3a15ecc0f
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[RLlib] Issue #13802: Enhance metrics for multiagent->count_steps_by=agent_steps setting. (#14033)
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2021-03-18 20:27:41 +01:00 |
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Sven Mika
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69202c6a7d
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[RLlib] Obsolete usage tracking dict via sample batch. (#13065)
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2021-03-17 08:18:15 +01:00 |
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Sven Mika
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ee4b6e7e3b
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[RLlib] Unity3D example broken due to change in ML-Agents API. Attention-net prev-n-a/r. Attention-wrapper works with images. (#14569)
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2021-03-12 18:27:25 +01:00 |
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Michael Luo
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020c9439dd
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[RLlib] CQL Documentation + Tests (#14531)
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2021-03-11 18:51:39 +01:00 |
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Sven Mika
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732197e23a
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[RLlib] Multi-GPU for tf-DQN/PG/A2C. (#13393)
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2021-03-08 15:41:27 +01:00 |
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Sven Mika
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ef944bc5f0
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[RLlib] Re-enable placement group support for RLlib. (#14384)
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2021-03-05 08:16:24 +01:00 |
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Eric Liang
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9db000ff2c
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Auto report object store memory usage; remove some deprecated code (#14260)
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2021-03-01 13:19:44 -08:00 |
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Richard Liaw
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a2d2275ee1
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Revert "[RLlib + Tune] Add placement group support to RLlib. (#14289)" (#14360)
This reverts commit 6cd0cd3bd9.
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2021-02-25 14:27:35 -08:00 |
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Sven Mika
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6cd0cd3bd9
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[RLlib + Tune] Add placement group support to RLlib. (#14289)
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2021-02-25 16:01:31 +01:00 |
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Sven Mika
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8000258333
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[RLlib] R2D2 Implementation. (#13933)
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2021-02-25 12:18:11 +01:00 |
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Kai Fricke
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d9e5d5f47a
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[RLlib] Cast fcnet_hiddens to list for DQN models (list vs tuple mismatch error) (#14308)
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2021-02-25 08:06:08 +01:00 |
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Michael Luo
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ec2c10309b
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[RLlib] CQL for HalfCheetah-Random-v0 + Hopper-Random-v0 + CQL Bug Fixes (#14243)
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2021-02-22 17:30:18 +01:00 |
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Sven Mika
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775e685531
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[RLlib] Issue #13824: compress_observations=True crashes for all algos not using a replay buffer. (#14034)
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2021-02-18 21:36:32 +01:00 |
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Sven Mika
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4db86404ad
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[RLlib] Issue #13507: Fix MB-MPO CartPole Env's reward function as well as MB-MPO running into a traj. view API related issue. (#14037)
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2021-02-11 18:58:46 +01:00 |
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Sven Mika
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a2f7998026
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[RLlib] Issue #13342: Add validate_spaces to MB-MPO. (#14038)
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2021-02-11 11:36:53 +01:00 |
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Sven Mika
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37c7daa3c0
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[RLlib] DDPG: Support simplex action space. (#14011)
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2021-02-10 15:10:01 +01:00 |
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Sven Mika
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eb0038612f
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[RLlib] Extend on_learn_on_batch callback to allow for custom metrics to be added. (#13584)
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2021-02-08 15:02:19 +01:00 |
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Chace Ashcraft
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ebeee1d59a
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[RLlib] Pytorch MAML fix for more than two workers with discrete actions (#13835)
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2021-02-08 12:06:02 +01:00 |
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Sven Mika
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d001af3e59
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[RLlib] Allow rllib rollout to run distributed via evaluation workers. (#13718)
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2021-02-08 12:05:16 +01:00 |
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Raoul Khouri
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714c367b9d
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[RLlib] Trainer._validate_config idempotentcy correction (issue 13427) (#13556)
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2021-02-02 13:11:57 +01:00 |
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Sven Mika
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52c94b7ee9
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[RLlib] Allow SAC to use custom models as Q- or policy nets and deprecate "state-preprocessor" for image spaces. (#13522)
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2021-02-02 13:05:58 +01:00 |
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Maltimore
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b4702de1c2
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[RLlib] move evaluation to trainer.step() such that the result is properly logged (#12708)
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2021-01-25 12:56:00 +01:00 |
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Sven Mika
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9423930bcc
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[RLlib] MAML: Add cartpole mass test for PyTorch. (#13679)
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2021-01-25 12:32:41 +01:00 |
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Sven Mika
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d629292d63
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[RLlib] Add grad_clip config option to MARWIL and stabilize grad clipping against inf global_norms. (#13634)
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2021-01-22 19:36:02 +01:00 |
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Michael Luo
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587f207c2f
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[RLlib] Support for D4RL + Semi-working CQL Benchmark (#13550)
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2021-01-21 16:43:55 +01:00 |
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Sven Mika
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daf0bef285
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[RLlib] Dreamer: Fix broken import and add compilation test case. (#13553)
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2021-01-21 16:30:26 +01:00 |
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Sven Mika
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2e3655e8a9
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[RLlib] Issue 9071 A3C w/ RNN not working due to VF assuming no RNN. (#13238)
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2021-01-19 14:22:36 +01:00 |
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Sven Mika
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e74947cc94
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[RLlib] Env directory cleanup and tests. (#13082)
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2021-01-19 10:09:39 +01:00 |
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Sven Mika
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93c0a5549b
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[RLlib] Deprecate vf_share_layers in top-level PPO/MAML/MB-MPO configs. (#13397)
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2021-01-19 09:51:35 +01:00 |
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Sven Mika
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a65ee92b69
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[RLlib] MARWIL loss function test case and cleanup. (#13455)
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2021-01-19 09:51:05 +01:00 |
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Sven Mika
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1f00f834ac
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[RLlib] Solve PyTorch/TF-eager A3C async race condition between calling model and its value function. (#13467)
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2021-01-18 10:29:03 -08:00 |
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Sven Mika
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56878221ed
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[RLlib] Redo: Make TFModelV2 fully modular like TorchModelV2 (soft-deprecate register_variables, unify var names wrt torch). (#13363)
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2021-01-14 14:44:33 +01:00 |
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Sven Mika
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d49c3fae0b
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[RLlib] Trajectory View API: Atari framestacking. (#13315)
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2021-01-13 08:53:34 +01:00 |
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Kai Fricke
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25f10a947a
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Revert "[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. (#13339)" (#13361)
This reverts commit e2b2abb88b.
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2021-01-12 12:33:57 +01:00 |
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Sven Mika
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e2b2abb88b
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[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. (#13339)
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2021-01-11 22:42:30 +01:00 |
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Sven Mika
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8726521604
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[RLlib] JAXPolicy prep PR #2 (move get_activation_fn (backward-compatibly), minor fixes and preparations). (#13091)
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2020-12-30 22:30:52 -05:00 |
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Sven Mika
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391cdfae8c
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[RLlib] Trajectory view API docs. (#12718)
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2020-12-30 17:32:21 -08:00 |
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Michael Luo
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42cd414e5b
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[RLlib] New Offline RL Algorithm: CQL (based on SAC) (#13118)
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2020-12-30 10:11:57 -05:00 |
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Michael Luo
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eae7a1f433
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[RLLib] Readme.md Documentation for Almost All Algorithms in rllib/agents (#13035)
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2020-12-29 18:45:55 -05:00 |
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Sven Mika
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c524f86785
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[RLlib] BC/MARWIL/recurrent nets minor cleanups and bug fixes. (#13064)
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2020-12-27 09:46:03 -05:00 |
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Sven Mika
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99ae7bae05
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[RLlib] JAXPolicy prep. PR #1. (#13077)
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2020-12-26 20:14:18 -05:00 |
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Michael Luo
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4bcd475671
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[RLlib] Improved Documentation for PPO, DDPG, and SAC (#12943)
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2020-12-24 09:31:35 -05:00 |
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Corey Lowman
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668ea0bc26
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Fix typo RMSProp -> RMSprop (#13063)
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2020-12-23 13:37:46 -08:00 |
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Sven Mika
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d5604eaba3
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[RLlib] Attention nets PyTorch support and cleanup (using traj. view API). (#12029)
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2020-12-21 18:38:34 -08:00 |
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