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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roireshef
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ef95db51e1
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[RLlib] Arbitrary input to value() when not using GAE (#12941)
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2020-12-21 12:19:33 -05:00 |
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Sven Mika
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b2bcab711d
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[RLlib] Attention Nets: tf (#12753)
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2020-12-20 20:22:32 -05:00 |
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Sven Mika
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407a3523f3
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[RLlib] eval_workers after restore not generated in Trainer due to unintuitive config handling. (#12844)
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2020-12-20 09:37:31 -05:00 |
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Sven Mika
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ea25482f6a
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WIP. (#12706)
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2020-12-09 11:49:21 -08:00 |
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Sven Mika
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e40b14d255
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[RLlib] Batch-size for truncate_episode batch_mode should be confgurable in agent-steps (rather than env-steps), if needed. (#12420)
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2020-12-08 16:41:45 -08:00 |
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Sven Mika
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99c81c6795
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[RLlib] Attention Net prep PR #3. (#12450)
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2020-12-07 13:08:17 +01:00 |
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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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bb03e2499b
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[RLlib] PyBullet Env native support via env str-specifier (if installed). (#12209)
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2020-11-30 12:41:24 +01:00 |
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Sven Mika
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fb318addcb
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[RLlib] Curiosity exploration module: tf/tf2.x/tf-eager support. (#11945)
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2020-11-29 12:31:24 +01:00 |
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Pierre TASSEL
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60a545ab57
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[RLLib] Fix HyperOptSearch tuple to list conversion (#12462)
Co-authored-by: Sumanth Ratna <sumanthratna@gmail.com>
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2020-11-28 10:07:54 -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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6475297bd3
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[RLlib] Torch LR schedule not working. Fix and added test case. (#12396)
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2020-11-26 13:14:11 +01:00 |
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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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592c161032
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[RLlib] Issue 12118: LSTM prev-a/r should be separately configurable. Fix missing prev-a one-hot encoding. (#12397)
* WIP.
* Fix and LINT.
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2020-11-25 11:27:46 -08:00 |
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Sven Mika
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dab241dcc6
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[RLlib] Fix inconsistency wrt batch size in SampleCollector (traj. view API). Makes DD-PPO work with traj. view API. (#12063)
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2020-11-19 19:01:14 +01:00 |
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Sven Mika
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6da4342822
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[RLlib] Add on_learn_on_batch (Policy) callback to DefaultCallbacks. (#12070)
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2020-11-18 15:39:23 +01:00 |
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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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Michael Luo
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59bc1e6c09
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[RLLib] MAML extension for all models except RNNs (#11337)
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2020-11-12 16:51:40 -08:00 |
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Sven Mika
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0bd69edd71
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[RLlib] Trajectory view API: enable by default for ES and ARS (#11826)
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2020-11-12 10:33:10 -08:00 |
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Michael Luo
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6e6c680f14
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MBMPO Cartpole (#11832)
* MBMPO Cartpole Done
* Added doc
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2020-11-12 10:30:41 -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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Eric Liang
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6b7a4dfaa0
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[rllib] Forgot to pass ioctx to child json readers (#11839)
* fix ioctx
* fix
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2020-11-05 22:07:57 -08:00 |
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Sven Mika
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d6c7c7c675
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[RLlib] Make sure, DQN torch actions are of type=long before torch.nn.functional.one_hot() op. (#11800)
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2020-11-04 18:04:03 +01:00 |
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