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
Rohan Potdar
28df3f34f5
[RLlib]: Off-Policy Evaluation fixes. ( #25899 )
2022-06-21 13:24:24 +02:00
Artur Niederfahrenhorst
e10876604d
[RLlib] Include SampleBatch.T column in all collected batches. ( #25926 )
2022-06-21 13:20:22 +02:00
Sven Mika
96693055bd
[RLlib] More Trainer -> Algorithm renaming cleanups. ( #25869 )
2022-06-20 15:54:00 +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
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
kourosh hakhamaneshi
b3a351925d
[RLlib] Added meaningful error for multi-agent failure of SampleCollector in case no agent steps in episode. ( #25596 )
2022-06-10 12:30:43 +02:00
Rohan Potdar
a9d8da0100
[RLlib]: Doubly Robust Off-Policy Evaluation. ( #25056 )
2022-06-07 12:52:19 +02:00
Artur Niederfahrenhorst
5133978adc
[RLlib] PG policy subclassing conversion. ( #25288 )
2022-06-06 13:07:47 +02:00
Sven Mika
b5bc2b93c3
[RLlib] Move all remaining algos into algorithms directory. ( #25366 )
2022-06-04 07:35:24 +02:00
Yi Cheng
fd0f967d2e
Revert "[RLlib] Move (A/DD)?PPO and IMPALA algos to algorithms dir and rename policy and trainer classes. ( #25346 )" ( #25420 )
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This reverts commit e4ceae19ef#25346
linux://python/ray/tests:test_client_library_integration never fail before this PR.
In the CI of the reverted PR, it also fails (https://buildkite.com/ray-project/ray-builders-pr/builds/34079#01812442-c541-4145-af22-2a012655c128 ). So high likely it's because of this PR.
And test output failure seems related as well (https://buildkite.com/ray-project/ray-builders-branch/builds/7923#018125c2-4812-4ead-a42f-7fddb344105b )
2022-06-02 20:38:44 -07:00
Sven Mika
e4ceae19ef
[RLlib] Move (A/DD)?PPO and IMPALA algos to algorithms dir and rename policy and trainer classes. ( #25346 )
2022-06-02 16:47:05 +02:00
kourosh hakhamaneshi
87c9fdd0f8
RLlib: Fix bug: WorkerSet.stop() will raise error if self._local_worker is None (e.g. in evaluation worker sets). ( #25332 )
2022-06-02 09:41:43 +02:00
Eric Liang
905258dbc1
Clean up docstyle in python modules and add LINT rule ( #25272 )
2022-06-01 11:27:54 -07:00
Sven Mika
18c03f8d93
[RLlib] A2C + A3C move to algorithms folder and re-name into A2C/A3C (from ...Trainer). ( #25314 )
2022-06-01 09:29:16 +02:00
Sven Mika
d95009a3ac
[RLlib] Vectorized envs: Gracefully handle sub-environments failing by restarting them (if configured so). ( #24967 )
2022-05-28 10:50:03 +02:00
Sven Mika
163fa81976
[RLlib] Discussion 6060 and 5120: auto-infer different agents' spaces in multi-agent env. ( #24649 )
2022-05-27 14:56:24 +02:00
Rohan Potdar
ab81c8e9ca
[RLlib]: Rename input_evaluation to off_policy_estimation_methods. ( #25107 )
2022-05-27 13:14:54 +02:00
Avnish Narayan
eaed256d68
[RLlib] Async parallel execution manager. ( #24423 )
2022-05-25 17:54:08 +02:00
Jun Gong
eaf9c941ae
[RLlib] Migrate PPO Impala and APPO policies to use sub-classing implementation. ( #25117 )
2022-05-25 14:38:03 +02:00
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
Sven Mika
09886d7ab8
[RLlib] Upgrade gym 0.23 ( #24171 )
2022-05-23 08:18:44 +02:00
Eric Liang
55d039af32
Annotate datasources and add API annotation check script ( #24999 )
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Why are these changes needed?
Add API stability annotations for datasource classes, and add a linter to check all data classes have appropriate annotations.
2022-05-21 15:05:07 -07:00
Rohan Potdar
5a70b732e8
[RLlib] MARWIL and BC Config. ( #24853 )
2022-05-21 12:50:20 +02:00
kourosh hakhamaneshi
3815e52a61
[RLlib] Agents to algos: DQN w/o Apex and R2D2, DDPG/TD3, SAC, SlateQ, QMIX, PG, Bandits ( #24896 )
2022-05-19 18:30:42 +02:00
Artur Niederfahrenhorst
86bc9ecce2
[RLlib] DDPG Training iteration fn & Replay Buffer API ( #24212 )
2022-05-05 09:41:38 +02:00
Sven Mika
7cca7782f1
[RLlib] OPE (off policy estimator) API. ( #24384 )
2022-05-02 21:15:50 +02:00
Sven Mika
296e2ebc46
[RLlib] Issue 24082: WorkerSet.policies_to_train (deprecated) - if still used - returns wrong values. ( #24386 )
2022-05-02 18:33:52 +02:00
Jun Gong
ec636dcb29
[RLlib] Do not print warning message during env pre-checking, if there is nothing wrong with user envs. ( #24289 )
2022-04-29 10:41:19 +02:00
Pavel C
de0c6f6132
[RLlib] Fix policy_map always loading all policies from disk due to (not always needed) global_vars update. ( #22010 )
2022-04-29 10:38:05 +02:00
simonsays1980
ff575eeafc
[RLlib] Make actions sent by RLlib to the env immutable. ( #24262 )
2022-04-29 10:27:06 +02:00
Sven Mika
627b9f2e88
[RLlib] QMIX training iteration function and new replay buffer API. ( #24164 )
2022-04-27 14:24:20 +02:00
Noon van der Silk
3589c21924
[RLlib] Fix some missing f-strings and a f-string related bug in tf eager policy. ( #24148 )
2022-04-25 11:25:28 +02:00
Avnish Narayan
3bf907bcf8
[RLlib] Don't modify environments via the env checker utilities. ( #24083 )
2022-04-22 18:39:47 +02:00
Sven Mika
92781c603e
[RLlib] A2C training_iteration method implementation (_disable_execution_plan_api=True) ( #23735 )
2022-04-15 18:36:13 +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
Steven Morad
00922817b6
[RLlib] Rewrite PPO to use training_iteration + enable DD-PPO for Win32. ( #23673 )
2022-04-11 08:39:10 +02:00
Sven Mika
c82f6c62c8
[RLlib] Make RolloutWorkers (optionally) recoverable after failure. ( #23739 )
2022-04-08 15:33:28 +02:00
Sven Mika
434265edd0
[RLlib] Examples folder: All training_iteration translations. ( #23712 )
2022-04-05 16:33:50 +02:00
Jun Gong
a7e5aa8c6a
[RLlib] Delete some unused confusing logics. ( #23513 )
2022-03-29 13:45:13 +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
0af100ffae
[RLlib] Fix tree.flatten dict ordering bug: flatten_space([obs_space]) should produce same struct as tree.flatten([obs]). ( #22731 )
2022-03-01 21:24:24 +01:00
Sven Mika
18c269c70e
[RLlib] Issue 22539: agent_key not deleted from 2 dicts in simple list collector. ( #22587 )
2022-02-24 11:58:34 +01:00
Avnish Narayan
740def0a13
[RLlib] Put env-checker on critical path. ( #22191 )
2022-02-17 14:06:14 +01:00
Sven Mika
04a5c72ea3
Revert "Revert "[RLlib] Speedup A3C up to 3x (new training_iteration function instead of execution_plan) and re-instate Pong learning test."" ( #18708 )
2022-02-10 13:44:22 +01:00
Sven Mika
44d09c2aa5
[RLlib] Filter.clear_buffer() deprecated (use Filter.reset_buffer() instead). ( #22246 )
2022-02-10 02:58:43 +01:00
Alex Wu
b122f093c1
Revert "[RLlib] Speedup A3C up to 3x (new training_iteration function instead of execution_plan) and re-instate Pong learning test." ( #22250 )
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Reverts ray-project/ray#22126
Breaks rllib:tests/test_io
2022-02-09 09:26:36 -08:00
Balaji Veeramani
31ed9e5d02
[CI] Replace YAPF disables with Black disables ( #21982 )
2022-02-08 16:29:25 -08:00
