Sven Mika
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8a844ff840
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[RLlib] Issues: 17397, 17425, 16715, 17174. When on driver, Torch|TFPolicy should not use ray.get_gpu_ids() (b/c no GPUs assigned by ray). (#17444)
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2021-08-02 17:29:59 -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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78b776942f
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[RLlib] Discussion 1928: Initial lr wrong if schedule used that includes ts=0 (both tf and torch). (#15538)
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2021-04-27 17:19:52 +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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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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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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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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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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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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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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Sven Mika
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5c6d5d4ab1
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This PR fixes the currently broken lstm_use_prev_action_reward flag for default lstm models (model.use_lstm=True). (#8970)
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2020-06-27 20:50:01 +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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Sven Mika
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c74dc58f8b
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[RLlib] Fix use_lstm flag for ModelV2 (w/o ModelV1 wrapping) and add it for PyTorch. (#8734)
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2020-06-05 15:40:30 +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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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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Sven Mika
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166bb5d690
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[RLlib] IMPALA PyTorch (#8287)
This PR adds an IMPALA PyTorch implementation.
- adds compilation tests for LSTM and w/o LSTM.
- adds learning test for CartPole.
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2020-05-03 13:44:25 +02:00 |
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