Eric Liang
4963dfaae0
[api] Add API stability annotations for all RLlib symbols and add to LINT ( #25060 )
2022-05-24 22:14:25 -07:00
Jun Gong
d5a6d46049
[RLlib] Migrate MAML, MB-MPO, MARWIL, and BC to use Policy sub-classing implementation. ( #24914 )
2022-05-20 14:10:59 +02:00
Jun Gong
dea134a472
[RLlib] Clean up Policy mixins. ( #24746 )
2022-05-17 17:16:08 +02:00
Jeroen Bédorf
1263015931
[RLlib] Add support for writing env 'info' dicts to output datasets for TFPolicies (for TorchPolicies, these are part of the view-requirements by default and thus written either way). ( #24041 )
2022-04-25 11:17:50 +02:00
Sven Mika
a8494742a3
[RLlib] Memory leak finding toolset using tracemalloc + CI memory leak tests. ( #15412 )
2022-04-12 07:50:09 +02:00
Max Pumperla
60054995e6
[docs] fix doctests and activate CI ( #23418 )
2022-03-24 17:04:02 -07:00
Siyuan (Ryans) Zhuang
0c74ecad12
[Lint] Cleanup incorrectly formatted strings (Part 1: RLLib). ( #23128 )
2022-03-15 17:34:21 +01:00
Sven Mika
c17a44cdfa
Revert "Revert "[RLlib] AlphaStar: Parallelized, multi-agent/multi-GPU learni…" ( #22153 )
2022-02-08 16:43:00 +01:00
SangBin Cho
a887763b38
Revert "[RLlib] AlphaStar: Parallelized, multi-agent/multi-GPU learni… ( #22105 )
...
This reverts commit 3f03ef8ba8
2022-02-04 00:54:50 -08:00
Sven Mika
3f03ef8ba8
[RLlib] AlphaStar: Parallelized, multi-agent/multi-GPU learning via league-based self-play. ( #21356 )
2022-02-03 09:32:09 +01:00
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
596c8e2772
[RLlib] Experimental no-flatten option for actions/prev-actions. ( #20918 )
2021-12-11 14:57:58 +01:00
Jun Gong
2317c693cf
[RLlib] Use SampleBrach instead of input dict whenever possible ( #20746 )
2021-12-02 13:11:26 +01:00
Sven Mika
a931076f59
[RLlib] Tf2 + eager-tracing same speed as framework=tf; Add more test coverage for tf2+tracing. ( #19981 )
2021-11-05 16:10:00 +01:00
Sven Mika
2d24ef0d32
[RLlib] Add all simple learning tests as framework=tf2. ( #19273 )
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* 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
9c73871da0
[RLlib; Docs overhaul] Docstring cleanup: Evaluation ( #19783 )
2021-10-29 12:03:56 +02:00
Sven Mika
f2cb2ed203
[RLlib; Docs overhaul] Docstring cleanup: Policies, policy_templates. ( #19759 )
2021-10-27 19:14:39 +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
Sven Mika
61a1274619
[RLlib] No Preprocessors (part 2). ( #18468 )
2021-09-23 12:56:45 +02:00
Sven Mika
698b4eeed3
[RLlib] POC: Separate losses for APPO/IMPALA. Enable TFPolicy to handle multiple optimizers/losses (like TorchPolicy). ( #18669 )
2021-09-21 22:00:14 +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
Sven Mika
5107d16ae5
[RLlib] Add @Deprecated decorator to simplify/unify deprecation of classes, methods, functions. ( #17530 )
2021-08-03 18:30:02 -04:00
Sven Mika
8a844ff840
[RLlib] Issues: 17397, 17425, 16715, 17174. When on driver, Torch|TFPolicy should not use ray.get_gpu_ids() (b/c no GPUs assigned by ray). ( #17444 )
2021-08-02 17:29:59 -04:00
Sven Mika
5a313ba3d6
[RLlib] Refactor: All tf static graph code should reside inside Policy class. ( #17169 )
2021-07-20 14:58:13 -04:00
Sven Mika
18d173b172
[RLlib] Implement policy_maps (multi-agent case) in RolloutWorkers as LRU caches. ( #17031 )
2021-07-19 13:16:03 -04:00
Sven Mika
1fd0eb805e
[RLlib] Redo fix bug normalize vs unsquash actions (original PR made log-likelihood test flakey). ( #17014 )
2021-07-13 14:01:30 -04:00
Kai Fricke
27d80c4c88
[RLlib] ONNX export for tensorflow (1.x) and torch ( #16805 )
2021-07-13 12:38:11 -04:00
Amog Kamsetty
bc33dc7e96
Revert "[RLlib] Fix bug in policy.py: normalize_actions=True has to call unsquash_action, not normalize_action." ( #17002 )
...
This reverts commit 7862dd64ea
2021-07-12 11:09:14 -07:00
Sven Mika
7862dd64ea
[RLlib] Fix bug in policy.py: normalize_actions=True has to call unsquash_action, not normalize_action. ( #16774 )
2021-07-08 17:31:34 +02:00
Sven Mika
7eb1a29426
[RLlib] Fix ModelV2 custom metrics for torch. ( #16734 )
2021-07-01 13:01:40 +02:00
Sven Mika
d0014cd351
[RLlib] Policies get/set_state fixes and enhancements. ( #16354 )
2021-06-15 13:08:43 +02:00
Sven Mika
e80095591c
[RLlib] Entropy coeff schedule bug fix and git bisect script. ( #15937 )
2021-05-20 18:15:10 +02:00
Amog Kamsetty
ebc44c3d76
[CI] Upgrade flake8 to 3.9.1 ( #15527 )
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* formatting
* format util
* format release
* format rllib/agents
* format rllib/env
* format rllib/execution
* format rllib/evaluation
* format rllib/examples
* format rllib/policy
* format rllib utils and tests
* format streaming
* more formatting
* update requirements files
* fix rllib type checking
* updates
* update
* fix circular import
* Update python/ray/tests/test_runtime_env.py
* noqa
2021-05-03 14:23:28 -07:00
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
78b776942f
[RLlib] Discussion 1928: Initial lr wrong if schedule used that includes ts=0 (both tf and torch). ( #15538 )
2021-04-27 17:19:52 +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
41968512ca
[RLlib] Partial GPU examples (for learner and workers). ( #15334 )
2021-04-20 08:46:05 +02:00
Sven Mika
bbfa8ffec9
[RLlib] Minor release 1.3 warnings cleanups. ( #15272 )
2021-04-14 14:03:15 +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
69202c6a7d
[RLlib] Obsolete usage tracking dict via sample batch. ( #13065 )
2021-03-17 08:18:15 +01:00
Sven Mika
8000258333
[RLlib] R2D2 Implementation. ( #13933 )
2021-02-25 12:18:11 +01:00
Sven Mika
81e7434091
[RLlib] TFPolicy.export_model: Add timestep placeholder to model's signature, if needed. ( #13988 )
2021-02-10 15:21:46 +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
6f342a2221
[RLlib] Preparatory PR for: Documentation on Model Building. ( #13260 )
2021-01-08 10:56:09 +01:00
Sven Mika
391cdfae8c
[RLlib] Trajectory view API docs. ( #12718 )
2020-12-30 17:32:21 -08:00
Sven Mika
b2bcab711d
[RLlib] Attention Nets: tf ( #12753 )
2020-12-20 20:22:32 -05:00
Sven Mika
74c98ac38e
[RLlib] Issue 12244: Unable to restore multi-agent PPOTFPolicy's Model (from exported). ( #12786 )
2020-12-11 16:13:38 +01:00
