Commit graph

334 commits

Author SHA1 Message Date
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)
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)
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
Sven Mika
eb0038612f
[RLlib] Extend on_learn_on_batch callback to allow for custom metrics to be added. (#13584) 2021-02-08 15:02:19 +01:00
Chace Ashcraft
ebeee1d59a
[RLlib] Pytorch MAML fix for more than two workers with discrete actions (#13835) 2021-02-08 12:06:02 +01:00
Sven Mika
d001af3e59
[RLlib] Allow rllib rollout to run distributed via evaluation workers. (#13718) 2021-02-08 12:05:16 +01:00
Raoul Khouri
714c367b9d
[RLlib] Trainer._validate_config idempotentcy correction (issue 13427) (#13556) 2021-02-02 13:11:57 +01:00
Sven Mika
52c94b7ee9
[RLlib] Allow SAC to use custom models as Q- or policy nets and deprecate "state-preprocessor" for image spaces. (#13522) 2021-02-02 13:05:58 +01:00
Maltimore
b4702de1c2
[RLlib] move evaluation to trainer.step() such that the result is properly logged (#12708) 2021-01-25 12:56:00 +01:00
Sven Mika
9423930bcc
[RLlib] MAML: Add cartpole mass test for PyTorch. (#13679) 2021-01-25 12:32:41 +01:00
Sven Mika
d629292d63
[RLlib] Add grad_clip config option to MARWIL and stabilize grad clipping against inf global_norms. (#13634) 2021-01-22 19:36:02 +01:00
Michael Luo
587f207c2f
[RLlib] Support for D4RL + Semi-working CQL Benchmark (#13550) 2021-01-21 16:43:55 +01:00
Sven Mika
daf0bef285
[RLlib] Dreamer: Fix broken import and add compilation test case. (#13553) 2021-01-21 16:30:26 +01:00
Sven Mika
2e3655e8a9
[RLlib] Issue 9071 A3C w/ RNN not working due to VF assuming no RNN. (#13238) 2021-01-19 14:22:36 +01:00
Sven Mika
e74947cc94
[RLlib] Env directory cleanup and tests. (#13082) 2021-01-19 10:09:39 +01:00
Sven Mika
93c0a5549b
[RLlib] Deprecate vf_share_layers in top-level PPO/MAML/MB-MPO configs. (#13397) 2021-01-19 09:51:35 +01:00