Sven Mika
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1fd0eb805e
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[RLlib] Redo fix bug normalize vs unsquash actions (original PR made log-likelihood test flakey). (#17014)
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2021-07-13 14:01:30 -04:00 |
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Amog Kamsetty
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bc33dc7e96
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Revert "[RLlib] Fix bug in policy.py: normalize_actions=True has to call unsquash_action, not normalize_action." (#17002)
This reverts commit 7862dd64ea.
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2021-07-12 11:09:14 -07:00 |
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Sven Mika
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7862dd64ea
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[RLlib] Fix bug in policy.py: normalize_actions=True has to call unsquash_action, not normalize_action. (#16774)
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2021-07-08 17:31:34 +02:00 |
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Sven Mika
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53206dd440
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[RLlib] CQL BC loss fixes; PPO/PG/A2|3C action normalization fixes (#16531)
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2021-06-30 12:32:11 +02:00 |
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Sven Mika
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2900a06dd7
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[RLlib] Issue 14503: SAC not allowing custom action distributions. (#16427)
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2021-06-18 17:27:29 +02:00 |
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Sven Mika
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839fc59224
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[RLlib] CQL TensorFlow support (#15841)
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2021-05-18 11:10:46 +02:00 |
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Sven Mika
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bc09e75b78
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[RLlib] Fix 3 flakey test cases. (#15785)
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2021-05-16 12:20:33 +02:00 |
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SebastianBo1995
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f5be8d8f74
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[Rllib] Offline Learning Bug, different shapes (#15132)
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2021-04-27 17:18:17 +02:00 |
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Sven Mika
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bb8a286cbc
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[RLlib] Support native tf.keras.Model (milestone toward obsoleting ModelV2 class). (#14684)
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2021-04-27 10:44:54 +02:00 |
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Sven Mika
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cecfc3b43b
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[RLlib] Multi-GPU support for Torch algorithms. (#14709)
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2021-04-16 09:16:24 +02:00 |
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Sven Mika
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9c5a0cfd7a
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[RLlib] Issue 14385: Policy.compute_actions_from_input_dict does not properly track accessed fields for Policy's view requirements. (#14386)
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2021-04-11 18:20:04 +02:00 |
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Raphael CHEN
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93d4244d9c
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[RLlib] Correctly get bytes size of SampleBatch (#14801)
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2021-03-30 19:24:58 +02:00 |
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Sven Mika
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4f66309e19
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[RLlib] Redo issue 14533 tf enable eager exec (#14984)
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2021-03-29 20:07:44 +02:00 |
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SangBin Cho
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fa5f961d5e
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Revert "[RLlib] Issue 14533: tf.enable_eager_execution() must be called at beginning. (#14737)" (#14918)
This reverts commit 3e389d5812.
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2021-03-25 00:42:01 -07:00 |
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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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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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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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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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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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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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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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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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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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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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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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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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Sven Mika
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19c8033df2
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[RLlib] Fix most remaining RLlib algos for running with trajectory view API. (#12366)
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* LINT and fixes.
MB-MPO and MAML not working yet.
* wip
* update
* update
* rmeove
* remove dep
* higher
* Update requirements_rllib.txt
* Update requirements_rllib.txt
* relpos
* no mbmpo
Co-authored-by: Eric Liang <ekhliang@gmail.com>
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2020-12-01 17:41:10 -08:00 |
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Sven Mika
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0df55a139c
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[RLlib] Attention Net prep PR #1: Smaller cleanups. (#12447)
* WIP.
* Fix.
* Fix.
* Fix.
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2020-11-27 16:25:47 -08:00 |
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Sven Mika
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b7dbbfbf41
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[RLlib] Issue 11591: SAC loss does not use PR-weights in critic loss term. (#12394)
* WIP.
* Fix and LINT.
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2020-11-25 11:28:46 -08:00 |
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Sven Mika
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b6b54f1c81
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[RLlib] Trajectory view API: enable by default for SAC, DDPG, DQN, SimpleQ (#11827)
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2020-11-16 10:54:35 -08:00 |
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Sven Mika
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62c7ab5182
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[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). (#11747)
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2020-11-12 16:27:34 +01:00 |
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Sven Mika
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291c172d83
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[RLlib] Support Simplex action spaces for SAC (torch and tf). (#11909)
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2020-11-11 18:45:28 +01:00 |
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Eric Liang
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9b8218aabd
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[docs] Move all /latest links to /master (#11897)
* use master link
* remae
* revert non-ray
* more
* mre
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2020-11-10 10:53:28 -08:00 |
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Sven Mika
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d9f1874e34
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[RLlib] Minor fixes (torch GPU bugs + some cleanup). (#11609)
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2020-10-27 10:00:24 +01:00 |
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Sven Mika
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f5e2cda68a
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[RLlib] SAC: log_alpha not being learnt when on GPU. (#11298)
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2020-10-12 13:48:44 -07:00 |
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Julius Frost
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7dcfd258cd
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[RLlib] Assert LongTensor in SAC Discrete PyTorch (#11245)
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2020-10-12 13:47:21 -07:00 |
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Sven Mika
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ce96b03b07
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[RLlib] MB-MPO cleanup (comments, docstrings, type annotations). (#11033)
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2020-10-06 20:28:16 +02:00 |
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Sven Mika
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c17169dc11
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[RLlib] Fix all example scripts to run on GPUs. (#11105)
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2020-10-02 23:07:44 +02:00 |
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Sven Mika
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805dad3bc4
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[RLlib] SAC algo cleanup. (#10825)
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2020-09-20 11:27:02 +02:00 |
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maxco2
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b8436f0f00
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[rllib] Fix SAC and DDPG tensorflow policy can't do grad_clip (#10499)
* Fix sac_tf_policy clip_by_norm missing argument
* Fix ddpg_tf_policy clip_by_norm missing argument
* Fix format
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2020-09-11 12:04:44 -07:00 |
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Sven Mika
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28ab797cf5
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[RLlib] Deprecate old classes, methods, functions, config keys (in prep for RLlib 1.0). (#10544)
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2020-09-06 10:58:00 +02:00 |
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Sven Mika
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8a891b3c30
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[RLlib] SAC n_step > 1. (#10567)
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2020-09-05 22:26:42 +02:00 |
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