Commit graph

191 commits

Author SHA1 Message Date
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
3e7899d251
[RLlib] Issue 14653: Empty env steps cause key error in SimpleListCollector. (#14765) 2021-03-23 10:30:53 +01:00
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
Chris Bamford
cd89f0dc55
[RLLib] Episode media logging support (#14767) 2021-03-19 09:17:09 +01:00
Ian Rodney
eb12033612
[Code Cleanup] Switch to use ray.util.get_node_ip_address() (#14741)
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2021-03-18 13:10:57 -07:00
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
Eric Liang
9db000ff2c
Auto report object store memory usage; remove some deprecated code (#14260) 2021-03-01 13:19:44 -08:00
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
929946271d
[RLlib] Issue #14022: Trajectory View API fails in MA-env where a new agent terminates right away (done=True right after initial obs). (#14031) 2021-02-18 14:07:49 +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
Sven Mika
d001af3e59
[RLlib] Allow rllib rollout to run distributed via evaluation workers. (#13718) 2021-02-08 12:05:16 +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
Michael Luo
587f207c2f
[RLlib] Support for D4RL + Semi-working CQL Benchmark (#13550) 2021-01-21 16:43:55 +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
d49c3fae0b
[RLlib] Trajectory View API: Atari framestacking. (#13315) 2021-01-13 08:53:34 +01:00
Sven Mika
6f342a2221
[RLlib] Preparatory PR for: Documentation on Model Building. (#13260) 2021-01-08 10:56:09 +01:00
Sven Mika
9eba1871bb
[RLlib] Support easy use_attention=True flag for using the GTrXL model. (#11698) 2021-01-01 14:06:23 -05:00
Sven Mika
391cdfae8c
[RLlib] Trajectory view API docs. (#12718) 2020-12-30 17:32:21 -08:00
Sven Mika
c524f86785
[RLlib] BC/MARWIL/recurrent nets minor cleanups and bug fixes. (#13064) 2020-12-27 09:46:03 -05:00
Sven Mika
d5604eaba3
[RLlib] Attention nets PyTorch support and cleanup (using traj. view API). (#12029) 2020-12-21 18:38:34 -08:00
Sven Mika
b2bcab711d
[RLlib] Attention Nets: tf (#12753) 2020-12-20 20:22:32 -05:00
Sven Mika
abb1eefdc2
[RLlib] Issue 12483: Discrete observation space error: "ValueError: ('Observation ({}) outside given space ..." when doing Trainer.compute_action. (#12787) 2020-12-11 22:43:30 +01:00
Sven Mika
ea25482f6a
WIP. (#12706) 2020-12-09 11:49:21 -08:00
Sven Mika
e40b14d255
[RLlib] Batch-size for truncate_episode batch_mode should be confgurable in agent-steps (rather than env-steps), if needed. (#12420) 2020-12-08 16:41:45 -08:00
Sven Mika
99c81c6795
[RLlib] Attention Net prep PR #3. (#12450) 2020-12-07 13:08:17 +01:00
Sven Mika
19c8033df2
[RLlib] Fix most remaining RLlib algos for running with trajectory view API. (#12366)
* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* LINT and fixes.
MB-MPO and MAML not working yet.

* wip

* update

* update

* rmeove

* remove dep

* higher

* Update requirements_rllib.txt

* Update requirements_rllib.txt

* relpos

* no mbmpo

Co-authored-by: Eric Liang <ekhliang@gmail.com>
2020-12-01 17:41:10 -08:00
Sven Mika
3ad9365e1d
[RLlib] Attention Net prep PR #2: Smaller cleanups. (#12449) 2020-12-01 08:21:45 +01:00
Sven Mika
0df55a139c
[RLlib] Attention Net prep PR #1: Smaller cleanups. (#12447)
* WIP.

* Fix.

* Fix.

* Fix.
2020-11-27 16:25:47 -08:00
Sven Mika
592c161032
[RLlib] Issue 12118: LSTM prev-a/r should be separately configurable. Fix missing prev-a one-hot encoding. (#12397)
* WIP.

* Fix and LINT.
2020-11-25 11:27:46 -08:00
Sven Mika
95175a822f
[RLlib] Issue 11974: Traj view API next-action (shift=+1) not working. (#12407)
* WIP.

* Fix and LINT.
2020-11-25 11:26:29 -08:00
Sven Mika
dab241dcc6
[RLlib] Fix inconsistency wrt batch size in SampleCollector (traj. view API). Makes DD-PPO work with traj. view API. (#12063) 2020-11-19 19:01:14 +01:00
Sven Mika
b6b54f1c81
[RLlib] Trajectory view API: enable by default for SAC, DDPG, DQN, SimpleQ (#11827) 2020-11-16 10:54:35 -08:00
Sven Mika
5b788ccb13
[RLlib] Trajectory view API (prep PR for switching on by default across all RLlib; plumbing only) (#11717) 2020-11-03 12:53:34 -08:00
mvindiola1
9e68b77796
[RLLIB] Wait for remote_workers to finish closing environments before terminating (#11476) 2020-10-28 14:23:06 -07:00
Sven Mika
d9f1874e34
[RLlib] Minor fixes (torch GPU bugs + some cleanup). (#11609) 2020-10-27 10:00:24 +01:00
Sven Mika
2aec77e305
[RLlib] Fix two test cases that only fail on Travis. (#11435) 2020-10-16 13:53:30 -05:00
Sven Mika
414041c6dd
[RLlib] Do not create env on driver iff num_workers > 0. (#11307) 2020-10-15 18:21:30 +02:00
Sven Mika
ce96b03b07
[RLlib] MB-MPO cleanup (comments, docstrings, type annotations). (#11033) 2020-10-06 20:28:16 +02:00
Sven Mika
36bda8432b
[RLlib] Trajectory view API: Simple List Collector (on by default for PPO); LSTM-agnostic (#11056) 2020-10-01 16:57:10 +02:00
Sven Mika
47eb6613b5
[RLlib] Remove unnecessary copies in compute_advantages. (#10897) 2020-09-29 12:25:20 +02:00
Eric Liang
609c1b8acd
Start moving ray internal files to _private module (#10994) 2020-09-24 22:46:35 -07:00
Sven Mika
805dad3bc4
[RLlib] SAC algo cleanup. (#10825) 2020-09-20 11:27:02 +02:00
Eric Liang
f83c588f08
[rllib] Remove broken no eager on workers mode (#10745)
* remove no eager

* Update trainer.py
2020-09-15 17:25:20 -07:00
Sven Mika
4b278c36fc
[RLlib] Behavioral Cloning (from MARWIL). (#10619) 2020-09-09 17:33:21 +02:00
Alex Wu
a699f6a4d8
[Core] Fix override memory and object_store_memory in decorator (#10563) 2020-09-06 20:56:48 -07:00
Sven Mika
244aafdcf8
[RLlib] Curiosity enhancements. (#10373) 2020-09-05 13:14:24 +02:00
architkulkarni
6ae9e76b81
[RLlib] Fix seeding issue (#10589) 2020-09-04 17:17:53 -07:00