Sven Mika
407a3523f3
[RLlib] eval_workers after restore not generated in Trainer due to unintuitive config handling. ( #12844 )
2020-12-20 09:37:31 -05:00
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
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
bb03e2499b
[RLlib] PyBullet Env native support via env str-specifier (if installed). ( #12209 )
2020-11-30 12:41:24 +01:00
Pierre TASSEL
60a545ab57
[RLLib] Fix HyperOptSearch tuple to list conversion ( #12462 )
...
Co-authored-by: Sumanth Ratna <sumanthratna@gmail.com>
2020-11-28 10:07:54 -08:00
Sven Mika
592c161032
[RLlib] Issue 12118: LSTM prev-a/r should be separately configurable. Fix missing prev-a one-hot encoding. ( #12397 )
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* WIP.
* Fix and LINT.
2020-11-25 11:27:46 -08:00
Sven Mika
62c7ab5182
[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). ( #11747 )
2020-11-12 16:27:34 +01:00
Eric Liang
e8c77e2847
Remove memory quota enforcement from actors ( #11480 )
...
* wip
* fix
* deprecate
2020-10-21 14:29:03 -07:00
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
0c0f67c14d
[RLlib] ARS/ES eval workers not working: Issue 9933. ( #11308 )
2020-10-12 13:49:48 -07:00
Sumanth Ratna
14d8826e43
Fix overriden typo ( #11227 )
2020-10-07 19:11:07 -07:00
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
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
Sven Mika
28ab797cf5
[RLlib] Deprecate old classes, methods, functions, config keys (in prep for RLlib 1.0). ( #10544 )
2020-09-06 10:58:00 +02:00
krfricke
c31876002d
[tune/rllib] made wandb compatible with rllib trainables ( #10252 )
2020-08-21 17:25:52 -07:00
Sven Mika
e968b52cb7
[RLlib] Trajectory view API - 03 Fast LSTM + prev actions/rewards ( #9950 )
2020-08-21 12:35:16 +02:00
Sven Mika
d14b501692
[RLlib] First attempt at cleaning up algo code in RLlib: PG. ( #10115 )
2020-08-20 17:05:57 +02:00
Sven Mika
2cbe29a7fa
[RLlib] Curiosity minor fixes, do-overs, and testing. ( #10143 )
2020-08-19 17:49:50 +02:00
Tomasz Wrona
aff7f19360
[tune] Added logger_config field ( #8521 )
...
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-18 11:10:22 -07:00
Sven Mika
2256047876
[RLlib] Rename rllib.utils.types into typing to match built-in python module's name. ( #10114 )
2020-08-15 13:24:22 +02:00
Sven Mika
b0b0463161
[RLlib] Trajectory View API (preparatory cleanup and enhancements). ( #9678 )
2020-07-29 21:15:09 +02:00
Eric Liang
590943a499
[rllib] Type annotations for model classes ( #9646 )
2020-07-24 12:01:46 -07:00
Sven Mika
03ab86567f
[RLlib] Layout of Trajectory View API (new class: Trajectory; not used yet). ( #9269 )
2020-07-14 04:27:49 +02:00
Sven Mika
fcdf410ae1
[RLlib] Tf2.x native. ( #8752 )
2020-07-11 22:06:35 +02:00
Hao Chen
d49dadf891
Change Python's ObjectID to ObjectRef ( #9353 )
2020-07-10 17:49:04 +08:00
Eric Liang
4b62a888cc
[rllib] Remove deprecated policy optimizer package. ( #9262 )
2020-07-02 14:39:40 -07:00
Richard Liaw
d35f0e40d0
[tune] Use public methods for trainable ( #9184 )
2020-07-01 11:00:00 -07:00
Sven Mika
43043ee4d5
[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.
2020-06-30 10:13:20 +02:00
Sven Mika
4fd8977eaf
[RLlib] Minor cleanup in preparation to tf2.x support. ( #9130 )
...
* WIP.
* Fixes.
* LINT.
* Fixes.
* Fixes and LINT.
* WIP.
2020-06-25 19:01:32 +02:00
Eric Liang
1e0e1a45e6
[rllib] Add type annotations for evaluation/, env/ packages ( #9003 )
2020-06-19 13:09:05 -07:00
Ian Rodney
2e972c2a77
RLLIB and pylintrc ( #8995 )
2020-06-17 18:14:25 +02:00
Ian Rodney
265ddfc2e4
blacklist to remove ( #8994 )
2020-06-17 18:02:28 +02:00
Joseph Suarez
c6ee3cdff4
Refactor #8792 to integrate latest master ( #8956 )
2020-06-17 10:55:52 +02:00
Eric Liang
34bae27ac7
[rllib] Flexible multi-agent replay modes and replay_sequence_length ( #8893 )
2020-06-12 20:17:27 -07:00
Sven Mika
a90cd0fcbb
[RLlib] Unity3d soccer benchmarks ( #8834 )
2020-06-11 14:29:57 +02:00
Eric Liang
831b2fe51d
[rllib] Set framework to tf by default and remove import checks; "Auto" option ( #8748 )
...
* tf by default
* Update rllib/agents/trainer.py
Co-authored-by: Sven Mika <sven@anyscale.io>
* remove it
* fix
* remove
* fix
* lint
Co-authored-by: Sven Mika <sven@anyscale.io>
2020-06-08 23:04:50 -07:00
Eric Liang
1e4a1360fd
[rllib] Add type annotations to Trainer class ( #8642 )
...
* type trainer
* type it
* fxi
2020-06-03 12:47:35 -07:00
Sven Mika
b37a162076
[RLlib] Make envs specifiable in configs by their class path. ( #8750 )
2020-06-03 08:14:29 +02:00
Sven Mika
2746fc0476
[RLlib] Auto-framework, retire use_pytorch in favor of framework=... ( #8520 )
2020-05-27 16:19:13 +02:00
Eric Liang
9a83908c46
[rllib] Deprecate policy optimizers ( #8345 )
2020-05-21 10:16:18 -07:00
mehrdadn
ebf060d484
Make more tests run on Windows ( #8446 )
...
* Remove worker Wait() call due to SIGCHLD being ignored
* Port _pid_alive to Windows
* Show PID as well as TID in glog
* Update TensorFlow version for Python 3.8 on Windows
* Handle missing Pillow on Windows
* Work around dm-tree PermissionError on Windows
* Fix some lint errors on Windows with Python 3.8
* Simplify torch requirements
* Quiet git clean
* Handle finalizer issues
* Exit with the signal number
* Get rid of wget
* Fix some Windows compatibility issues with tests
Co-authored-by: Mehrdad <noreply@github.com>
2020-05-20 12:25:04 -07:00
Eric Liang
9d012626e5
[rllib] Distributed exec workflow for impala ( #8321 )
2020-05-11 20:24:43 -07:00
Eric Liang
b14cc16616
[rllib] Enable functional execution workflow API by default ( #8221 )
2020-05-05 12:36:42 -07:00
Eric Liang
f48da50e1c
[rllib] observation function api for multi-agent ( #8236 )
2020-05-04 22:13:49 -07:00
Eric Liang
baadbdf8d4
[rllib] Execute PPO using training workflow ( #8206 )
...
* wip
* add kl
* kl
* works now
* doc update
* reorg
* add ddppo
* add stats
* fix fetch
* comment
* fix learner stat regression
* test fixes
* fix test
2020-04-30 01:18:09 -07:00
Eric Liang
2298f6fb40
[rllib] Port DQN/Ape-X to training workflow api ( #8077 )
2020-04-23 12:39:19 -07:00
roireshef
dbcad35022
[RLlib] Added DefaultCallbacks which replaces old callbacks dict interface ( #6972 )
2020-04-16 16:06:42 -07:00
