Fabian Witter
dc2ad6c8b4
[RLlib] Fix ModelCatalog for nested complex inputs ( #25620 )
2022-07-22 00:45:25 -07:00
Eric Liang
905258dbc1
Clean up docstyle in python modules and add LINT rule ( #25272 )
2022-06-01 11:27:54 -07:00
Sven Mika
8f50087908
[RLlib] AlphaZero uses training_iteration API. ( #24507 )
2022-05-18 09:58:25 +02:00
HJasperson
5f12c62226
[RLlib] Fix "tf variable is unhashable" Error. ( #24273 )
2022-04-29 10:07:02 +02:00
xwjiang2010
d7da0d706e
[rllib] Only conditionally import JaxCategorical in catalog.py ( #24086 )
...
* Experiment with less imports in catalog.py
* lint
2022-04-22 14:51:35 -07:00
Siyuan (Ryans) Zhuang
0c74ecad12
[Lint] Cleanup incorrectly formatted strings (Part 1: RLLib). ( #23128 )
2022-03-15 17:34:21 +01:00
Balaji Veeramani
31ed9e5d02
[CI] Replace YAPF disables with Black disables ( #21982 )
2022-02-08 16:29:25 -08:00
Balaji Veeramani
7f1bacc7dc
[CI] Format Python code with Black ( #21975 )
...
See #21316 and #21311 for the motivation behind these changes.
2022-01-29 18:41:57 -08:00
Sven Mika
9e6b871739
[RLlib] Better utils for flattening complex inputs and enable prev-actions for LSTM/attention for complex action spaces. ( #21330 )
2022-01-05 11:29:44 +01:00
Sven Mika
daa4304a91
[RLlib] Switch off preprocessors by default for PGTrainer. ( #21008 )
2021-12-13 12:04:23 +01:00
Avnish Narayan
026bf01071
[RLlib] Upgrade gym version to 0.21 and deprecate pendulum-v0. ( #19535 )
...
* Fix QMix, SAC, and MADDPA too.
* Unpin gym and deprecate pendulum v0
Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1
Lastly, all of the RLlib tests and have
been moved to python 3.7
* Add gym installation based on python version.
Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20
* Reformatting
* Fixing tests
* Move atari-py install conditional to req.txt
* migrate to new ale install method
* Fix QMix, SAC, and MADDPA too.
* Unpin gym and deprecate pendulum v0
Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1
Lastly, all of the RLlib tests and have
been moved to python 3.7
* Add gym installation based on python version.
Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20
Move atari-py install conditional to req.txt
migrate to new ale install method
Make parametric_actions_cartpole return float32 actions/obs
Adding type conversions if obs/actions don't match space
Add utils to make elements match gym space dtypes
Co-authored-by: Jun Gong <jungong@anyscale.com>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-11-03 16:24:00 +01:00
Sven Mika
0b308719f8
[RLlib; Docs overhaul] Docstring cleanup: rllib/utils ( #19829 )
2021-11-01 21:46:02 +01:00
Sven Mika
61a1274619
[RLlib] No Preprocessors (part 2). ( #18468 )
2021-09-23 12:56:45 +02:00
Sven Mika
8a066474d4
[RLlib] No Preprocessors; preparatory PR #1 ( #18367 )
2021-09-09 08:10:42 +02:00
Sven Mika
9a8ca6a69d
[RLlib] Fix Atari learning test regressions (2 bugs) and 1 minor attention net bug. ( #18306 )
2021-09-03 13:29:57 +02:00
Francesco Stranieri
01c533c171
[rlib] Independent bound for each dimension AssertionError #16845 ( #16860 )
...
* Fix AssertionError for Box space type
Restored support for Box space type with independent bound for each dimension.
* Removed unnecessary assertion for Box space type
2021-07-10 14:48:35 -07:00
Gerges Dib
f8cf4a1985
[RLlib] Fixed import tensorflow when module not available ( #16171 )
2021-06-04 10:07:59 +02:00
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
bb8a286cbc
[RLlib] Support native tf.keras.Model (milestone toward obsoleting ModelV2 class). ( #14684 )
2021-04-27 10:44:54 +02:00
Sven Mika
cecfc3b43b
[RLlib] Multi-GPU support for Torch algorithms. ( #14709 )
2021-04-16 09:16:24 +02:00
Sven Mika
b267f1f1ba
[RLlib] Add support for Int-Box action spaces. ( #15012 )
2021-04-11 13:16:01 +02:00
Sven Mika
04bc0a9828
[RLlib] Remove all non-trajectory view API code. ( #14860 )
2021-03-23 09:50:18 -07:00
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
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
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
Sven Mika
4bc257f4fb
[RLlib] Fix custom multi action distr ( #13681 )
2021-01-28 19:28:48 +01:00
Jan Blumenkamp
964689b280
[RLlib] Fix bug in ModelCatalog when using custom action distribution ( #12846 )
...
* return tuple returned from _get_multi_action_distribution when using custom action dict
* Always return dst_class and required_model_output_shape in _get_multi_action_distribution
* pass model config to _get_multi_action_distribution
2021-01-25 12:42:39 +01:00
Sven Mika
56878221ed
[RLlib] Redo: Make TFModelV2 fully modular like TorchModelV2 (soft-deprecate register_variables, unify var names wrt torch). ( #13363 )
2021-01-14 14:44:33 +01:00
Sven Mika
d49c3fae0b
[RLlib] Trajectory View API: Atari framestacking. ( #13315 )
2021-01-13 08:53:34 +01:00
Kai Fricke
25f10a947a
Revert "[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. ( #13339 )" ( #13361 )
...
This reverts commit e2b2abb88b
2021-01-12 12:33:57 +01:00
Sven Mika
e2b2abb88b
[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. ( #13339 )
2021-01-11 22:42:30 +01:00
Sven Mika
5d50d37f45
[RLlib] Issue 13330: No TF installed causes crash in ModelCatalog.get_action_shape() ( #13332 )
2021-01-11 13:19:46 +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
c524f86785
[RLlib] BC/MARWIL/recurrent nets minor cleanups and bug fixes. ( #13064 )
2020-12-27 09:46:03 -05:00
Sven Mika
3f4bc16276
[RLlib] Add a minimal JAX ModelV2 (FCNet) to RLlib. ( #12502 )
2020-12-03 15:51:30 +01:00
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
Michael Luo
b2984d1c34
[RLlib] Model Annotations to Torch Models ( #9749 )
2020-11-12 12:16:12 +01:00
Sven Mika
d9f1874e34
[RLlib] Minor fixes (torch GPU bugs + some cleanup). ( #11609 )
2020-10-27 10:00:24 +01:00
Sven Mika
1ebcdf236f
[RLlib] Add support for custom MultiActionDistributions. ( #11311 )
2020-10-12 13:50:43 -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
c17169dc11
[RLlib] Fix all example scripts to run on GPUs. ( #11105 )
2020-10-02 23:07:44 +02:00
internetcoffeephone
840fb5543b
Change get_action_shape so that it uses the dtype of the Discrete object, rather than overwriting it with tf.int64. ( #8424 )
2020-09-21 17:08:31 -07:00
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
Sven Mika
e968b52cb7
[RLlib] Trajectory view API - 03 Fast LSTM + prev actions/rewards ( #9950 )
2020-08-21 12:35:16 +02:00
Sven Mika
2cbe29a7fa
[RLlib] Curiosity minor fixes, do-overs, and testing. ( #10143 )
2020-08-19 17:49:50 +02:00
Eric Liang
ca133e2699
[rllib] Remove extra model config kwargs passed incorrectly for Torch models ( #10055 )
2020-08-17 11:12:20 -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
Eric Liang
590943a499
[rllib] Type annotations for model classes ( #9646 )
2020-07-24 12:01:46 -07:00
