Sven Mika
4b3add0066
[RLlib] Discussion 2021: PPO does not learn vf, iff use_gae=False (ignores use_critic setting). ( #15610 )
2021-05-04 14:17:00 +02:00
Antoine Galataud
ce1c001b1d
[RLlib] DQN: Place LearningRateSchedule mixin at the right moment ( #15558 )
2021-05-04 13:21:40 +02:00
Amog Kamsetty
ebc44c3d76
[CI] Upgrade flake8 to 3.9.1 ( #15527 )
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* formatting
* format util
* format release
* format rllib/agents
* format rllib/env
* format rllib/execution
* format rllib/evaluation
* format rllib/examples
* format rllib/policy
* format rllib utils and tests
* format streaming
* more formatting
* update requirements files
* fix rllib type checking
* updates
* update
* fix circular import
* Update python/ray/tests/test_runtime_env.py
* noqa
2021-05-03 14:23:28 -07:00
Sven Mika
e973b726c2
[RLlib] Support native tf.keras.Models (part 2) - Default keras models for Vision/RNN/Attention. ( #15273 )
2021-04-30 19:26:30 +02:00
Sven Mika
78b776942f
[RLlib] Discussion 1928: Initial lr wrong if schedule used that includes ts=0 (both tf and torch). ( #15538 )
2021-04-27 17:19:52 +02:00
SebastianBo1995
f5be8d8f74
[Rllib] Offline Learning Bug, different shapes ( #15132 )
2021-04-27 17:18:17 +02:00
Sven Mika
bb8a286cbc
[RLlib] Support native tf.keras.Model (milestone toward obsoleting ModelV2 class). ( #14684 )
2021-04-27 10:44:54 +02:00
Kai Fricke
2c11a1aff1
[RLlib] Evaluation parallel to training check, key-error hotfix ( #15345 )
2021-04-27 08:38:10 +02:00
mvindiola1
9330403200
[RLlib] Mask out padded values for A3C loss with recurrent policy ( #15525 )
2021-04-27 08:36:04 +02:00
Sven Mika
354c960fff
[RLlib] Fix test_dependency_torch and fix custom logger support for RLlib. ( #15120 )
2021-04-24 08:13:41 +02:00
Sven Mika
bdda73e2dd
[RLlib] Torch multi-GPU bug fixes (discussion 1755). ( #15421 )
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Thanks a lot @Bam4d for raising this and your help on fixing the worker GPU issue for torch!
2021-04-22 11:29:42 +02:00
Sven Mika
7318439c3d
[RLlib] DQN native_ratio (for training intensity) incorrect (discussion 1763). ( #15436 )
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Thanks @Manuscrit !
2021-04-22 11:06:29 +02:00
Fabien Couthouis
fe06642df0
[RLlib] Report mean losses instead of sum in IMPALA (discussion 1709) ( #15427 )
2021-04-21 10:59:06 +02:00
Sven Mika
7ff27dfe07
[RLlib] Remove atari dependency for RLlib (in favor of detailed error message). ( #15292 )
2021-04-20 08:46:58 +02:00
Sven Mika
41968512ca
[RLlib] Partial GPU examples (for learner and workers). ( #15334 )
2021-04-20 08:46:05 +02:00
Sven Mika
cecfc3b43b
[RLlib] Multi-GPU support for Torch algorithms. ( #14709 )
2021-04-16 09:16:24 +02:00
Sven Mika
8b3554e37e
[RLlib] Remove all (already soft-deprecated) SampleBatch.data from code. ( #15335 )
2021-04-15 19:19:51 +02:00
Sven Mika
c90de315e5
[RLlib] APEX returns incorrect default resources (PleacementGroupFactory) colocated missing replay actors. ( #15295 )
2021-04-15 16:50:42 +01:00
Sven Mika
bbfa8ffec9
[RLlib] Minor release 1.3 warnings cleanups. ( #15272 )
2021-04-14 14:03:15 +02:00
Sven Mika
ef0f163d16
[RLlib] Discussion 1709: IMPALA (tf and torch) reports sum of entropy (over batch) in stats. Should report mean instead. ( #15290 )
2021-04-14 11:44:25 +02:00
Sven Mika
5254d2fb36
[RLlib] Support parallelizing evaluation and training (optional). ( #15040 )
2021-04-13 09:53:35 +02:00
Sven Mika
9c5a0cfd7a
[RLlib] Issue 14385: Policy.compute_actions_from_input_dict does not properly track accessed fields for Policy's view requirements. ( #14386 )
2021-04-11 18:20:04 +02:00
Sven Mika
b267f1f1ba
[RLlib] Add support for Int-Box action spaces. ( #15012 )
2021-04-11 13:16:01 +02:00
Sven Mika
1bb70e4907
[RLlib] Issue 14523: Torch + py3.8 leads to GPU device error. ( #15014 )
2021-03-30 21:43:11 +02:00
Raphael CHEN
93d4244d9c
[RLlib] Correctly get bytes size of SampleBatch ( #14801 )
2021-03-30 19:24:58 +02:00
Sven Mika
4f66309e19
[RLlib] Redo issue 14533 tf enable eager exec ( #14984 )
2021-03-29 20:07:44 +02:00
SangBin Cho
fa5f961d5e
Revert "[RLlib] Issue 14533: tf.enable_eager_execution() must be called at beginning. ( #14737 )" ( #14918 )
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This reverts commit 3e389d5812
2021-03-25 00:42:01 -07:00
mvindiola1
5e350ceaa2
[RLlib] Issue 14119: Fix TD3 policy delay for torch. ( #14840 )
2021-03-24 16:26:22 +01:00
astronauti
8874ccec2d
[RLlib] Update sac_tf_policy.py (add tf.cast to float32 for rewards) ( #14843 )
2021-03-24 16:12:55 +01:00
Sven Mika
6708211b59
[RLlib] JSONReader: Mix files if > 1 at beginning (each worker should start with different file). ( #14865 )
2021-03-24 16:07:40 +01:00
Sven Mika
3e389d5812
[RLlib] Issue 14533: tf.enable_eager_execution() must be called at beginning. ( #14737 )
2021-03-24 12:54:27 +01:00
Sven Mika
04bc0a9828
[RLlib] Remove all non-trajectory view API code. ( #14860 )
2021-03-23 09:50:18 -07:00
Sven Mika
f859ebb99f
[RLlib] Fix env rendering and recording options (for non-local mode; >0 workers; +evaluation-workers). ( #14796 )
2021-03-23 10:06:06 +01:00
Sven Mika
e7557ae433
[RLlib] Issue 13132: DQN does not update target net after restore ( #14838 )
2021-03-23 08:30:37 +01:00
Sven Mika
c3a15ecc0f
[RLlib] Issue #13802 : Enhance metrics for multiagent->count_steps_by=agent_steps setting. ( #14033 )
2021-03-18 20:27:41 +01:00
Sven Mika
69202c6a7d
[RLlib] Obsolete usage tracking dict via sample batch. ( #13065 )
2021-03-17 08:18:15 +01:00
Sven Mika
ee4b6e7e3b
[RLlib] Unity3D example broken due to change in ML-Agents API. Attention-net prev-n-a/r. Attention-wrapper works with images. ( #14569 )
2021-03-12 18:27:25 +01:00
Michael Luo
020c9439dd
[RLlib] CQL Documentation + Tests ( #14531 )
2021-03-11 18:51:39 +01:00
Sven Mika
732197e23a
[RLlib] Multi-GPU for tf-DQN/PG/A2C. ( #13393 )
2021-03-08 15:41:27 +01:00
Sven Mika
ef944bc5f0
[RLlib] Re-enable placement group support for RLlib. ( #14384 )
2021-03-05 08:16:24 +01:00
Eric Liang
9db000ff2c
Auto report object store memory usage; remove some deprecated code ( #14260 )
2021-03-01 13:19:44 -08:00
Richard Liaw
a2d2275ee1
Revert "[RLlib + Tune] Add placement group support to RLlib. ( #14289 )" ( #14360 )
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This reverts commit 6cd0cd3bd9
2021-02-25 14:27:35 -08:00
Sven Mika
6cd0cd3bd9
[RLlib + Tune] Add placement group support to RLlib. ( #14289 )
2021-02-25 16:01:31 +01:00
Sven Mika
8000258333
[RLlib] R2D2 Implementation. ( #13933 )
2021-02-25 12:18:11 +01:00
Kai Fricke
d9e5d5f47a
[RLlib] Cast fcnet_hiddens to list for DQN models (list vs tuple mismatch error) ( #14308 )
2021-02-25 08:06:08 +01:00
Michael Luo
ec2c10309b
[RLlib] CQL for HalfCheetah-Random-v0 + Hopper-Random-v0 + CQL Bug Fixes ( #14243 )
2021-02-22 17:30:18 +01:00
Sven Mika
775e685531
[RLlib] Issue #13824 : compress_observations=True crashes for all algos not using a replay buffer. ( #14034 )
2021-02-18 21:36:32 +01:00
Sven Mika
4db86404ad
[RLlib] Issue #13507 : Fix MB-MPO CartPole Env's reward function as well as MB-MPO running into a traj. view API related issue. ( #14037 )
2021-02-11 18:58:46 +01:00
Sven Mika
a2f7998026
[RLlib] Issue #13342 : Add validate_spaces to MB-MPO. ( #14038 )
2021-02-11 11:36:53 +01:00
Sven Mika
37c7daa3c0
[RLlib] DDPG: Support simplex action space. ( #14011 )
2021-02-10 15:10:01 +01:00
