Sven Mika
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ed85f59194
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[RLlib] Unify all RLlib Trainer.train() -> results[info][learner][policy ID][learner_stats] and add structure tests. (#18879)
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2021-09-30 16:39:05 +02:00 |
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Sven Mika
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924f11cd45
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[RLlib] Torch algos use now-framework-agnostic MultiGPUTrainOneStep execution op (~33% speedup for PPO-torch + GPU). (#17371)
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2021-08-03 11:35:49 -04:00 |
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Sven Mika
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5a313ba3d6
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[RLlib] Refactor: All tf static graph code should reside inside Policy class. (#17169)
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2021-07-20 14:58:13 -04:00 |
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Sven Mika
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18d173b172
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[RLlib] Implement policy_maps (multi-agent case) in RolloutWorkers as LRU caches. (#17031)
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2021-07-19 13:16:03 -04:00 |
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Sven Mika
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55a90e670a
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[RLlib] Trainer.add_policy() not working for tf, if added policy is trained afterwards. (#16927)
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2021-07-11 23:41:38 +02:00 |
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Sven Mika
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7eb1a29426
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[RLlib] Fix ModelV2 custom metrics for torch. (#16734)
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2021-07-01 13:01:40 +02:00 |
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Sven Mika
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be6db06485
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[RLlib] Re-do: Trainer: Support add and delete Policies. (#16569)
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2021-06-21 13:46:01 +02:00 |
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Amog Kamsetty
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bd3cbfc56a
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Revert "[RLlib] Allow policies to be added/deleted on the fly. (#16359)" (#16543)
This reverts commit e78ec370a9.
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2021-06-18 12:21:49 -07:00 |
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Sven Mika
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e78ec370a9
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[RLlib] Allow policies to be added/deleted on the fly. (#16359)
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2021-06-18 10:31:30 +02:00 |
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Sven Mika
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2303851c3c
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[RLlib] Torch multi-GPU + LSTM/RNN bug fix. (#15492)
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2021-05-18 11:51:05 +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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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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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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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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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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Michael Luo
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a2d1215200
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[RLlib] Execution Annotation (#13036)
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2020-12-24 09:30:33 -05:00 |
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Edward Oakes
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cde711aaf1
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Revert "[RLLib] Execution-Folder Type Annotations (#12760)" (#12886)
This reverts commit becca1424d.
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2020-12-15 11:03:02 -08:00 |
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Michael Luo
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becca1424d
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[RLLib] Execution-Folder Type Annotations (#12760)
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2020-12-14 19:16:44 +01:00 |
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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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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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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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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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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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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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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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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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Sven Mika
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c9435cad43
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WIP. (#8456)
Fix multi-GPU histogram metrics for > 0D tensors.
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2020-05-15 21:43:27 +02:00 |
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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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Eric Liang
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baadbdf8d4
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[rllib] Execute PPO using training workflow (#8206)
* wip
* add kl
* kl
* works now
* doc update
* reorg
* add ddppo
* add stats
* fix fetch
* comment
* fix learner stat regression
* test fixes
* fix test
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2020-04-30 01:18:09 -07:00 |
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Eric Liang
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2298f6fb40
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[rllib] Port DQN/Ape-X to training workflow api (#8077)
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2020-04-23 12:39:19 -07:00 |
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Eric Liang
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31b40b00f6
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[rllib] Pull out experimental dsl into rllib.execution module, add initial unit tests (#7958)
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2020-04-10 00:56:08 -07:00 |
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