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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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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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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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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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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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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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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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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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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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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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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Sumanth Ratna
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9da7bdcc8e
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Use master for links to docs in source (#10866)
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2020-09-19 00:30:45 -07:00 |
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desktable
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4ccfd07a61
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[RLlib] Add docstrings for agents/dqn (#10710)
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2020-09-15 12:37:07 +02:00 |
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desktable
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799318d7d7
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[RLlib] Add type annotations for agents/dqn (#10626)
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2020-09-09 18:55:26 +02:00 |
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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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Olli Huotari
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0dae50b5eb
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Fixed num_atoms>1 in pytorch (#10330)
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2020-08-25 23:10:20 -07:00 |
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Eric Liang
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deea1861ab
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[rllib] Try fixing torch GPU and masking errors (#10168)
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2020-08-25 18:34:19 -07:00 |
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Raphael Avalos
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8b704eb419
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Small fix for Cuda Torch DQN. (#10177)
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2020-08-19 13:28:05 -07:00 |
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Sven Mika
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2256047876
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[RLlib] Rename rllib.utils.types into typing to match built-in python module's name. (#10114)
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2020-08-15 13:24:22 +02:00 |
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Sven Mika
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66d204e078
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[RLlib] Model documentation enhancements. (#10011)
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2020-08-13 13:36:40 +02:00 |
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Barak Michener
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8e76796fd0
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ci: Redo format.sh --all script & backfill lint fixes (#9956)
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2020-08-07 16:49:49 -07:00 |
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Sven Mika
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5dc4b6686e
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[RLlib] Implement DQN PyTorch distributional head. (#9589)
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2020-07-25 09:29:24 +02:00 |
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Eric Liang
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5acd3e66dd
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[rllib] Fix torch TD error, IMPALA LR updates (#9477)
* update
* add test
* lint
* fix super call
* speed es test up
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2020-07-23 12:50:25 -07:00 |
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Sven Mika
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78dfed2683
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[RLlib] Issue 8384: QMIX doesn't learn anything. (#9527)
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2020-07-17 12:14:34 +02:00 |
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Sven Mika
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935d8308fb
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[RLlib] Issue #9437 (PyTorch converts to CPU tensor, even if on GPU). (#9497)
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2020-07-16 14:55:50 +02:00 |
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Sven Mika
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fcdf410ae1
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[RLlib] Tf2.x native. (#8752)
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2020-07-11 22:06:35 +02:00 |
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Sven Mika
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14160ca58c
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[RLlib] Issue #9366 (DQN w/o dueling produces invalid actions). (#9386)
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2020-07-10 12:43:03 +02:00 |
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Sven Mika
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01125b8fcf
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[RLlib] DQN rainbow eager-mode (keras style NoisyLayer) (preparation for native tf2.x support). (#9304)
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2020-07-09 10:44:10 +02:00 |
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Piotr Januszewski
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155cc81e40
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Clarify training intensity configuration docstring (#9244) (#9306)
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2020-07-05 20:07:27 -07:00 |
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Sven Mika
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43043ee4d5
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[RLlib] Tf2x preparation; part 2 (upgrading try_import_tf()). (#9136)
* WIP.
* Fixes.
* LINT.
* WIP.
* WIP.
* Fixes.
* Fixes.
* Fixes.
* Fixes.
* WIP.
* Fixes.
* Test
* Fix.
* Fixes and LINT.
* Fixes and LINT.
* LINT.
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2020-06-30 10:13:20 +02:00 |
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Sven Mika
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4fd8977eaf
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[RLlib] Minor cleanup in preparation to tf2.x support. (#9130)
* WIP.
* Fixes.
* LINT.
* Fixes.
* Fixes and LINT.
* WIP.
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2020-06-25 19:01:32 +02:00 |
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Eric Liang
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1e0e1a45e6
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[rllib] Add type annotations for evaluation/, env/ packages (#9003)
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2020-06-19 13:09:05 -07:00 |
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Sven Mika
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7008902cff
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[RLlib] Minor rllib.utils cleanup. (#8932)
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2020-06-16 08:52:20 +02:00 |
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Sven Mika
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4ed796a7d6
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[RLlib] Add testing Policy.compute_single_action() for all agents. (#8903)
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2020-06-13 17:51:50 +02:00 |
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Eric Liang
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34bae27ac7
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[rllib] Flexible multi-agent replay modes and replay_sequence_length (#8893)
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2020-06-12 20:17:27 -07:00 |
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Sven Mika
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0ba7472da9
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[Testing] Fix LINT/sphinx errors. (#8874)
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2020-06-10 15:41:59 +02:00 |
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Sven Mika
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d8a081a185
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[RLlib] Unity3D integration (n Unity3D clients vs learning server). (#8590)
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2020-05-30 22:48:34 +02:00 |
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Sven Mika
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2746fc0476
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[RLlib] Auto-framework, retire use_pytorch in favor of framework=... (#8520)
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2020-05-27 16:19:13 +02:00 |
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Eric Liang
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9a83908c46
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[rllib] Deprecate policy optimizers (#8345)
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2020-05-21 10:16:18 -07:00 |
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Eric Liang
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aa7a58e92f
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[rllib] Support training intensity for dqn / apex (#8396)
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2020-05-20 11:22:30 -07:00 |
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Eric Liang
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9d012626e5
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[rllib] Distributed exec workflow for impala (#8321)
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2020-05-11 20:24:43 -07:00 |
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Sven Mika
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754290daad
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[RLlib] Add light-weight Trainer.compute_action() tests for all Algos. (#8356)
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2020-05-08 16:31:31 +02:00 |
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Eric Liang
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2c599dbf05
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[rllib] Port QMIX, MADDPG to new execution API (#8344)
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2020-05-07 23:41:10 -07:00 |
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Eric Liang
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9f04a65922
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[rllib] Add PPO+DQN two trainer multiagent workflow example (#8334)
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2020-05-07 23:40:29 -07:00 |
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