Artur Niederfahrenhorst
56e7800e0b
[RLlib] Tolerate nan metrics in LearnerInfoBuilder. ( #27981 )
2022-08-23 10:07:32 -07:00
Artur Niederfahrenhorst
7ddd14b5db
[RLlib] Fix PPOTorchPolicy producing float metrics when not using critic. ( #27980 )
2022-08-22 09:41:36 -07:00
Jun Gong
62b91cbec0
[docs][rllib] Documentation for connectors. ( #27528 )
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Co-authored-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2022-08-19 14:35:07 -07:00
kourosh hakhamaneshi
5520a96ce0
[RLlib] Fix get_init_state annotation in torch and define more specific TensorType. ( #27791 )
2022-08-11 20:02:17 +02:00
Artur Niederfahrenhorst
0dceddb912
[RLlib] Move learning_starts logic from buffers into training_step(). ( #26032 )
2022-08-11 13:07:30 +02:00
Artur Niederfahrenhorst
894e19f791
[RLlib] Dreamer's Episodic buffer should abide by ReplayBuffer API. ( #27424 )
2022-08-11 09:13:55 +02:00
Artur Niederfahrenhorst
04bc845360
[RLlib] Fix priority update for sequenced batches. ( #27544 )
2022-08-10 12:48:25 +02:00
kourosh hakhamaneshi
3b3c20209b
[RLlib] Fix dqn reproducibility ( #27459 )
2022-08-09 15:56:44 -07:00
kourosh hakhamaneshi
3b2a8427af
[RLlib] Fix SampleBatch to_device(). ( #27572 )
2022-08-08 18:18:33 +02:00
Jun Gong
5f07987ab1
[RLlib] Fix connector examples ( #27583 )
2022-08-07 17:48:09 -07:00
Rohan Potdar
5b6a58ed28
[RLlib] Add OPE Learning Tests ( #27154 )
2022-08-02 17:51:38 -07:00
Steven Morad
77318abfaf
[RLlib] Warn on PPO infinite KL loss term. ( #26629 )
2022-08-01 12:55:26 +02:00
Eric Liang
a4434fac7f
[docs] Fix the remaining style violations in docstrings and add lint rule ( #27033 )
2022-07-27 22:24:20 -07:00
Jun Gong
acf2bf9b2f
[RLlib] Get rid of all these deprecation warnings. ( #27085 )
2022-07-27 10:48:54 -07:00
xwjiang2010
fcf897ee72
[air] update rllib example to use Tuner API. ( #26987 )
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update rllib example to use Tuner API.
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
2022-07-27 12:12:59 +01:00
kourosh hakhamaneshi
5030a4c1d3
[RLlib] Simplify agent collector ( #26803 )
2022-07-25 13:17:17 -07:00
Artur Niederfahrenhorst
e9a8f7d9ae
[RLlib] Unify gnorm mixin for tf and torch policies. ( #26102 )
2022-07-24 15:31:09 +02:00
Ishant Mrinal
b32c784c7f
[RLLib] RE3 exploration algorithm TF2 framework support ( #25221 )
2022-07-23 18:05:01 -07:00
Rohan Potdar
97bcf38ec0
[RLlib] Fix torch None conversion in torch_utils.py::convert_to_torch_tensor. ( #26863 )
2022-07-23 13:54:57 +02:00
Steven Morad
259429bdc3
Bump gym dep to 0.24 ( #26190 )
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Co-authored-by: Steven Morad <smorad@anyscale.com>
Co-authored-by: Avnish <avnishnarayan@gmail.com>
Co-authored-by: Avnish Narayan <38871737+avnishn@users.noreply.github.com>
2022-07-22 12:37:16 -07:00
Olaf Lipinski
8271406a04
[RLLib] Fix MultiDiscrete not being one-hotted correctly ( #26558 )
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Co-authored-by: Jun Gong <jungong@anyscale.com>
2022-07-20 15:25:53 -07:00
Jun Gong
6b6d3017ba
[RLlib] more connector polishes and fixes. ( #26645 )
2022-07-19 08:50:28 -07:00
Artur Niederfahrenhorst
0ce3bc5e48
[RLlib] Add/reorder Args of Prioritized/MixIn MultiAgentReplayBuffer. ( #26428 )
2022-07-18 18:04:03 +02:00
Rohan Potdar
38c9e1d52a
[RLlib]: Fix OPE trainables ( #26279 )
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Co-authored-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
2022-07-17 14:25:53 -07:00
mgerstgrasser
f0e9d1a9bb
[RLlib] In env check, step only expected agents. ( #26425 )
2022-07-15 09:16:09 +02:00
Sven Mika
4aea24c8a8
[RLlib] restart_failed_sub_environments now works for MA cases and crashes during reset(); +more tests and logging; add eval worker sub-env fault tolerance test. ( #26276 )
2022-07-15 08:55:14 +02:00
Jun Gong
b383d987d1
[RLlib] Fix a bunch of issues related to connectors. ( #26510 )
2022-07-13 18:55:20 +02:00
Avnish Narayan
5df66b917d
[Lint Check] Remove broken link ( #26505 )
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The paper is not available anymore.
2022-07-13 10:30:20 +01:00
Jun Gong
0c469e490e
[RLlib] Checkpoint and restore connectors. ( #26253 )
2022-07-09 01:06:24 -07:00
Jun Gong
d234348bd2
[RLlib] Minor simplification of code. ( #26312 )
2022-07-08 13:21:54 -07:00
Sven Mika
f8785c49df
[RLlib] Issue 25696: Output writers not working w/ multiple workers. ( #25722 )
2022-06-30 13:25:56 +02:00
Jun Gong
d83bbda281
[RLlib] Save serialized PolicySpec. Extract num_gpus related logics into a util function. ( #25954 )
2022-06-30 11:38:21 +02:00
Jun Gong
52bb8e47d4
[RLlib] EnvRunnerV2 and EpisodeV2 that support Connectors. ( #25922 )
2022-06-30 08:44:10 +02:00
Artur Niederfahrenhorst
64a0eae758
simplexfix ( #26122 )
2022-06-27 08:25:19 -07:00
Artur Niederfahrenhorst
bed9083f35
[RLlib] Add timeout to filter synchronization. ( #25959 )
2022-06-24 14:37:43 +02:00
Jun Gong
257e67474c
[RLlib] introduce serialization for our custom gym space types. ( #25923 )
2022-06-23 22:55:57 -07:00
Jun Gong
8c9cac350d
Fix unit test test_check_env.py and est_check_multi_agent.py. ( #25993 )
2022-06-23 22:55:41 -07:00
Artur Niederfahrenhorst
a3f1323457
[RLlib] Make QMix use the ReplayBufferAPI ( #25560 )
2022-06-23 22:55:22 -07:00
Sven Mika
59a967a3a0
[RLlib] Cleanup some deprecated metric keys and classes. ( #26036 )
2022-06-23 21:30:01 +02:00
Eric Liang
43aa2299e6
[api] Annotate as public / move ray-core APIs to _private and add enforcement rule ( #25695 )
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Enable checking of the ray core module, excluding serve, workflows, and tune, in ./ci/lint/check_api_annotations.py. This required moving many files to ray._private and associated fixes.
2022-06-21 15:13:29 -07:00
Sven Mika
96693055bd
[RLlib] More Trainer -> Algorithm renaming cleanups. ( #25869 )
2022-06-20 15:54:00 +02:00
Sven Mika
d90c6cfbd6
[RLlib] SimpleQ PolicyV2 (sub-classing). ( #25871 )
2022-06-17 20:12:16 +02:00
Artur Niederfahrenhorst
a322cc5765
[RLlib] IMPALA/APPO multi-agent mix-in-buffer fixes (plus MA learning tests). ( #25848 )
2022-06-17 14:10:36 +02:00
Yi Cheng
7b8b0f8e03
Revert "[RLlib] Remove execution plan code no longer used by RLlib. ( #25624 )" ( #25776 )
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This reverts commit 804719876b
2022-06-14 13:59:15 -07:00
Jun Gong
c026374acb
[RLlib] Fix the 2 failing RLlib release tests. ( #25603 )
2022-06-14 14:51:08 +02:00
Avnish Narayan
804719876b
[RLlib] Remove execution plan code no longer used by RLlib. ( #25624 )
2022-06-14 10:57:27 +02:00
Sven Mika
130b7eeaba
[RLlib] Trainer to Algorithm renaming. ( #25539 )
2022-06-11 15:10:39 +02:00
Artur Niederfahrenhorst
94d6c212df
[RLlib] Replay Buffer API documentation. ( #24683 )
2022-06-10 16:47:51 +02:00
Artur Niederfahrenhorst
9226643433
[RLlib] Issue 4965: Fixes PyTorch grad clipping logic and adds grad clipping to QMIX. ( #25584 )
2022-06-08 19:40:57 +02:00
Jun Gong
9b65d5535d
[RLlib] Introduce basic connectors library. ( #25311 )
2022-06-07 19:18:14 +02:00
