Sven Mika
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3f89f35e52
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[RLlib] Better error messages and hints; + failure-mode tests; (#18466)
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2021-09-10 16:52:47 +02:00 |
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Sven Mika
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8a066474d4
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[RLlib] No Preprocessors; preparatory PR #1 (#18367)
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2021-09-09 08:10:42 +02:00 |
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Sven Mika
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1520c3d147
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[RLlib] Deepcopy env_ctx for vectorized sub-envs AND add eval-worker-option to Trainer.add_policy() (#18428)
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2021-09-09 07:10:06 +02:00 |
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gjoliver
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808b683f81
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[RLlib] Add a unittest for learning rate schedule used with APEX agent. (#18389)
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2021-09-08 23:29:40 +02:00 |
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Sven Mika
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45f60e51a9
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[RLlib] DDPPO fixes and benchmarks. (#18390)
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2021-09-08 19:39:01 +02:00 |
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Sven Mika
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56f142cac1
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[RLlib] Add support for evaluation_num_episodes=auto (run eval for as long as the parallel train step takes). (#18380)
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2021-09-07 08:08:37 +02:00 |
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Sven Mika
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e3e6ed7aaa
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[RLlib] Issues 17844, 18034: Fix n-step > 1 bug. (#18358)
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2021-09-06 12:14:20 +02:00 |
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Sven Mika
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ba58f5edb1
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[RLlib] Strictly run evaluation_num_episodes episodes each evaluation run (no matter the other eval config settings). (#18335)
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2021-09-05 15:37:05 +02:00 |
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Sven Mika
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a772c775cd
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[RLlib] Set random seed (if provided) to Trainer process as well. (#18307)
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2021-09-04 11:02:30 +02:00 |
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Sven Mika
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9a8ca6a69d
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[RLlib] Fix Atari learning test regressions (2 bugs) and 1 minor attention net bug. (#18306)
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2021-09-03 13:29:57 +02:00 |
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Sven Mika
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82465f9342
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[RLlib] Better PolicyServer example (w/ or w/o tune) and add printing out actual listen port address in log-level=INFO. (#18254)
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2021-08-31 22:03:23 +02:00 |
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Sven Mika
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599e589481
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[RLlib] Move existing fake multi-GPU learning tests into separate buildkite job. (#18065)
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2021-08-31 14:56:53 +02:00 |
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Sven Mika
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4888d7c9af
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[RLlib] Replay buffers: Add config option to store contents in checkpoints. (#17999)
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2021-08-31 12:21:49 +02:00 |
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Joseph Suarez
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8136d2912b
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[RLlib] Add policies arg to callback: on_episode_step (already exists in all other episode-related callbacks) (#18119)
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2021-08-27 16:12:19 +02:00 |
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Sven Mika
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b6aa8223bc
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[RLlib] Fix final_scale's default value to 0.02 (see OrnsteinUhlenbeck exploration). (#18070)
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2021-08-25 14:22:09 +02:00 |
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Sven Mika
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9883505e84
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[RLlib] Add [LSTM=True + multi-GPU]-tests to nightly RLlib testing suite (for all algos supporting RNNs, except R2D2, RNNSAC, and DDPPO). (#18017)
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2021-08-24 21:55:27 +02:00 |
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Sven Mika
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494ddd98c1
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[RLlib] Replace "seq_lens" w/ SampleBatch.SEQ_LENS. (#17928)
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2021-08-21 17:05:48 +02:00 |
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Sven Mika
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8248ba531b
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[RLlib] Redo #17410: Example script: Remote worker envs with inference done on main node. (#17960)
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2021-08-20 08:02:18 +02:00 |
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Alex Wu
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318ba6fae0
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Revert "[RLlib] Add example script for how to have n remote (parallel) envs with inference happening on "main" (possibly GPU) node. (#17410)" (#17951)
This reverts commit 8fc16b9a18.
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2021-08-19 07:55:10 -07:00 |
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Sven Mika
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8fc16b9a18
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[RLlib] Add example script for how to have n remote (parallel) envs with inference happening on "main" (possibly GPU) node. (#17410)
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2021-08-19 12:14:50 +02:00 |
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Kai Fricke
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bf3eaa9264
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[RLlib] Dreamer fixes and reinstate Dreamer test. (#17821)
Co-authored-by: sven1977 <svenmika1977@gmail.com>
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2021-08-18 18:47:08 +02:00 |
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Sven Mika
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a428f10ebe
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[RLlib] Add multi-GPU learning tests to nightly. (#17778)
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2021-08-18 17:21:01 +02:00 |
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Sven Mika
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f18213712f
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[RLlib] Redo: "fix self play example scripts" PR (17566) (#17895)
* wip.
* wip.
* wip.
* wip.
* wip.
* wip.
* wip.
* wip.
* wip.
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2021-08-17 09:13:35 -07:00 |
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Thomas Lecat
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c02f91fa2d
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[RLlib] Ape-X doesn't take the value of prioritized_replay into account (#17541)
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2021-08-16 22:18:08 +02:00 |
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Sven Mika
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f3bbe4ea44
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[RLlib] Test cases/BUILD cleanup; split "everything else" (longest running one rn) tests in 2. (#17640)
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2021-08-16 22:01:01 +02:00 |
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Sven Mika
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c2ea2c01bb
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[RLlib] Redo: Add support for multi-GPU to DDPG. (#17789)
* wip.
* wip.
* wip.
* wip.
* wip.
* wip.
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2021-08-13 18:01:24 -07:00 |
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Sven Mika
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7f2b3c0824
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[RLlib] Issue 17667: CQL-torch + GPU not working (due to simple_optimizer=False; must use simple optimizer!). (#17742)
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2021-08-11 18:30:21 +02:00 |
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Sven Mika
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811d71b368
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[RLlib] Issue 17653: Torch multi-GPU (>1) broken for LSTMs. (#17657)
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2021-08-11 12:44:35 +02:00 |
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Amog Kamsetty
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0b8489dcc6
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Revert "[RLlib] Add support for multi-GPU to DDPG. (#17586)" (#17707)
This reverts commit 0eb0e0ff58.
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2021-08-10 10:50:21 -07:00 |
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Amog Kamsetty
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77f28f1c30
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Revert "[RLlib] Fix Trainer.add_policy for num_workers>0 (self play example scripts). (#17566)" (#17709)
This reverts commit 3b447265d8.
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2021-08-10 10:50:01 -07:00 |
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Sven Mika
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3b447265d8
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[RLlib] Fix Trainer.add_policy for num_workers>0 (self play example scripts). (#17566)
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2021-08-05 11:41:18 -04:00 |
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Sven Mika
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0eb0e0ff58
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[RLlib] Add support for multi-GPU to DDPG. (#17586)
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2021-08-05 11:39:51 -04:00 |
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Sven Mika
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5107d16ae5
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[RLlib] Add @Deprecated decorator to simplify/unify deprecation of classes, methods, functions. (#17530)
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2021-08-03 18:30:02 -04:00 |
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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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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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Julius Frost
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d7a5ec1830
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[RLlib] SAC tuple observation space fix (#17356)
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2021-07-28 12:39:28 -04:00 |
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Rohan138
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f30b444bac
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[Rllib] set self._allow_unknown_config (#17335)
Co-authored-by: Sven Mika <sven@anyscale.io>
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2021-07-28 11:48:41 +01:00 |
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Sven Mika
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90b21ce27e
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[RLlib] De-flake 3 test cases; Fix config.simple_optimizer and SampleBatch.is_training warnings. (#17321)
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2021-07-27 14:39:06 -04:00 |
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Sven Mika
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5231fdd996
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[Testing] Split RLlib example scripts CI tests into 4 jobs (from 2). (#17331)
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2021-07-26 10:52:55 -04:00 |
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Sven Mika
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0c5c70b584
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[RLlib] Discussion 247: Allow remote sub-envs (within vectorized) to be used with custom APIs. (#17118)
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2021-07-25 16:55:51 -04:00 |
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ddworak94
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fba8461663
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[RLlib] Add RNN-SAC agent (#16577)
Shoutout to @ddworak94 :)
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2021-07-25 10:04:52 -04:00 |
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Sven Mika
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7bc4376466
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[RLlib] Example script: Simple league-based self-play w/ open spiel env (markov soccer or connect-4). (#17077)
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2021-07-22 10:59:13 -04:00 |
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Julius Frost
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0b1b6222bc
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[rllib] Add merge_trainer_config arguments to trainer template (#17160)
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2021-07-21 15:43:06 -07:00 |
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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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Amog Kamsetty
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cb74053ee5
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Retry remove gpustat dependency (#17115)
* remove gpustat
* move psutil imports
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2021-07-19 11:14:10 -07:00 |
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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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e0640ad0dc
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[RLlib] Fix seeding for ES and ARS. (#16744)
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2021-07-19 13:13:05 -04:00 |
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Sven Mika
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649580d735
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[RLlib] Redo simplify multi agent config dict: Reverted b/c seemed to break test_typing (non RLlib test). (#17046)
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2021-07-15 05:51:24 -04:00 |
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Grzegorz Bartyzel
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d553d4da6c
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[RLlib] DQN (Rainbow): Fix torch noisy layer support and loss (#16716)
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2021-07-13 16:48:06 -04:00 |
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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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