Sven Mika
2d24ef0d32
[RLlib] Add all simple learning tests as framework=tf2. ( #19273 )
...
* 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 Tune tests have
been moved to python 3.7
* fix tune test_sampler::testSampleBoundsAx
* fix re-install ray for py3.7 tests
Co-authored-by: avnishn <avnishn@uw.edu>
2021-11-02 12:10:17 +01:00
Sven Mika
0b308719f8
[RLlib; Docs overhaul] Docstring cleanup: rllib/utils ( #19829 )
2021-11-01 21:46:02 +01:00
Sven Mika
b213565783
[RLlib] Fix failing test cases: Soft-deprecate ModelV2.from_batch (in favor of ModelV2.__call__). ( #19693 )
2021-10-25 15:00:00 +02:00
gjoliver
c3c42278e4
[RLlib] clean up all the SampleBatch['is_training'] deprecation warnings ( #19652 )
...
* [RLlib] clean up all the SampleBatch['is_training'] deprecation warnings.
* wip
2021-10-25 09:38:56 +02:00
Sven Mika
b4300dd532
[RLlib] Issue 18812: Torch multi-GPU stats not protected against race conditions. ( #18937 )
2021-10-04 13:29:00 +02:00
Sven Mika
ac3371a148
[RLlib] Discussion 3644: Fix bug for complex obs spaces containing Box([2D shape]) and discrete component. ( #18917 )
2021-09-30 16:39:38 +02:00
Sven Mika
ed85f59194
[RLlib] Unify all RLlib Trainer.train() -> results[info][learner][policy ID][learner_stats] and add structure tests. ( #18879 )
2021-09-30 16:39:05 +02:00
o0olele
ff6730f903
[RLlib] Attention Nets + MultiDiscrete spaces: Fix range() takes no keyword args error! ( #17502 )
2021-09-24 13:43:58 +02:00
Sven Mika
61a1274619
[RLlib] No Preprocessors (part 2). ( #18468 )
2021-09-23 12:56:45 +02:00
Sven Mika
8a72824c63
[RLlib Testig] Split and unflake more CI tests (make sure all jobs are < 30min). ( #18591 )
2021-09-15 22:16:48 +02:00
Sven Mika
8a066474d4
[RLlib] No Preprocessors; preparatory PR #1 ( #18367 )
2021-09-09 08:10:42 +02:00
Sven Mika
cabaa3b3c6
[RLlib Testing] Add A3C/APPO/BC/DDPPO/MARWIL/CQL/ES/ARS/TD3 to weekly learning tests. ( #18381 )
2021-09-07 11:48:41 +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
Kai Fricke
34cf5db109
[tune] Fix hyperopt points to evaluate for nested lists ( #18113 )
2021-08-26 14:34:22 +02:00
Sven Mika
9883505e84
[RLlib] Add [LSTM=True + multi-GPU]-tests to nightly RLlib testing suite (for all algos supporting RNNs, except R2D2, RNNSAC, and DDPPO). ( #18017 )
2021-08-24 21:55:27 +02:00
Sven Mika
494ddd98c1
[RLlib] Replace "seq_lens" w/ SampleBatch.SEQ_LENS. ( #17928 )
2021-08-21 17:05:48 +02:00
Vince Jankovics
05c9dfbbda
[RLlib] CV2 to Skimage dependency change ( #16841 )
2021-07-21 22:24:18 -04:00
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
Sven Mika
7eb1a29426
[RLlib] Fix ModelV2 custom metrics for torch. ( #16734 )
2021-07-01 13:01:40 +02:00
Sven Mika
53206dd440
[RLlib] CQL BC loss fixes; PPO/PG/A2|3C action normalization fixes ( #16531 )
2021-06-30 12:32:11 +02:00
Gerges Dib
f8cf4a1985
[RLlib] Fixed import tensorflow when module not available ( #16171 )
2021-06-04 10:07:59 +02:00
Sven Mika
c9d220bcda
[RLlib] Upgrade RLlib regression test scripts to new testing tool - RLlib release logs for 1.4. ( #16080 )
2021-06-01 17:39:18 +02:00
Sven Mika
839fc59224
[RLlib] CQL TensorFlow support ( #15841 )
2021-05-18 11:10:46 +02:00
Sven Mika
bc09e75b78
[RLlib] Fix 3 flakey test cases. ( #15785 )
2021-05-16 12:20:33 +02:00
Michael Luo
4cbe13cdfd
[RLlib] CQL loss fn fixes, MuJoCo + Pendulum benchmarks, offline-RL example script w/ json file. ( #15603 )
...
Co-authored-by: Sven Mika <sven@anyscale.io>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-05-04 19:06:19 +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
Jack Parsons
3df7a010b1
[RLlib] Fixing conv filters config for ComplexInputNetwork ( #14749 )
2021-03-24 16:15:36 +01:00
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
Kai Fricke
be30b784a4
Amend #14308 (fix for post_fcnet_hiddens) ( #14354 )
2021-03-22 15:44:18 +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
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
Sven Mika
95ef04b71a
[RLlib] Implement TorchPolicy.export_model. ( #13989 )
2021-02-22 17:09:40 +01:00
Sven Mika
9ac731558b
[RLlib] Unify fcnet initializers for the value output layer (std=1.0 in torch, but 0.01 in tf). ( #13733 )
2021-02-02 18:42:49 +01:00
Sven Mika
0a0d9183fe
[RLlib] Trajectory view API example script (enhancements and tf2 support). ( #13786 )
2021-02-02 18:42:18 +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
cathrinS
d4ef5c5993
[RLlib] Atari-RAM-Preprocessing, unsigned observation vector results in a false preprocessed observation ( #13013 )
2021-01-28 12:07:00 +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
Saeid
d11e62f9e6
[RLlib] Fix problem in preprocessing nested MultiDiscrete ( #13308 )
2021-01-21 16:36:11 +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
