Artur Niederfahrenhorst
250a73a756
[RLlib] Fix adding policies to RolloutWorkers with complex and discrete observation spaces. ( #28133 )
2022-08-29 17:44:48 +02:00
Sven Mika
436c89ba1a
[RLlib] Eval workers use async req manager. ( #27390 )
2022-08-16 12:05:55 +02:00
Charles Sun
c358305ca6
[RLlib] DatasetReader action normalization. ( #27356 )
2022-08-09 16:54:03 +02:00
Jun Gong
acf2bf9b2f
[RLlib] Get rid of all these deprecation warnings. ( #27085 )
2022-07-27 10:48:54 -07:00
Amog Kamsetty
862d10c162
[AIR] Remove ML code from ray.util ( #27005 )
...
Removes all ML related code from `ray.util`
Removes:
- `ray.util.xgboost`
- `ray.util.lightgbm`
- `ray.util.horovod`
- `ray.util.ray_lightning`
Moves `ray.util.ml_utils` to other locations
Closes #23900
Signed-off-by: Amog Kamsetty <amogkamsetty@yahoo.com>
Signed-off-by: Kai Fricke <kai@anyscale.com>
Co-authored-by: Kai Fricke <kai@anyscale.com>
2022-07-27 14:24:19 +01:00
Jun Gong
c7ae787cc8
[RLlib] Beef up worker failure test. ( #26953 )
2022-07-27 00:10:45 -07:00
Jun Gong
a22457b548
[RLlib] Small bug fix ( #27003 )
2022-07-27 00:02:18 -07:00
kourosh hakhamaneshi
8ddcf89096
[RLlib] Implemented ViewRequirementConnector ( #26998 )
2022-07-26 21:52:14 -07:00
kourosh hakhamaneshi
5030a4c1d3
[RLlib] Simplify agent collector ( #26803 )
2022-07-25 13:17:17 -07:00
Jun Gong
0bc560bd54
[RLlib] Make sure we step() after adding init_obs. ( #26827 )
2022-07-21 20:43:46 -07:00
Rohan Potdar
2b13ac85f9
[RLLib]: Make IOContext optional for DatasetReader ( #26694 )
2022-07-21 13:05:00 -07:00
Jun Gong
6b6d3017ba
[RLlib] more connector polishes and fixes. ( #26645 )
2022-07-19 08:50:28 -07:00
Rohan Potdar
38c9e1d52a
[RLlib]: Fix OPE trainables ( #26279 )
...
Co-authored-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
2022-07-17 14:25:53 -07:00
kourosh hakhamaneshi
569fe01096
[RLlib] improved unittests for dataset_reader and fixed bugs ( #26458 )
2022-07-17 13:38:15 -07:00
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
Avnish Narayan
a322ac463c
[RLlib] Make JSONReader default, users will have to use the DatasetReader for any speedups. ( #26541 )
2022-07-14 17:19:38 +02:00
Jun Gong
b383d987d1
[RLlib] Fix a bunch of issues related to connectors. ( #26510 )
2022-07-13 18:55:20 +02:00
Rohan Potdar
09ce4711fd
[RLlib]: Move OPE to evaluation config ( #25911 )
2022-07-12 11:04:34 -07:00
kourosh hakhamaneshi
be6e4c644f
[RLlib] Feature importance evaluation for offline RL ( #26412 )
2022-07-11 18:12:50 -07:00
Jun Gong
0c469e490e
[RLlib] Checkpoint and restore connectors. ( #26253 )
2022-07-09 01:06:24 -07:00
Avnish Narayan
1243ed62bf
[RLlib] Make Dataset reader default reader and enable CRR to use dataset ( #26304 )
...
Co-authored-by: avnish <avnish@avnishs-MBP.local.meter>
2022-07-08 12:43:35 -07:00
Sven Mika
f8785c49df
[RLlib] Issue 25696: Output writers not working w/ multiple workers. ( #25722 )
2022-06-30 13:25:56 +02:00
Sven Mika
ca913ff6d6
[RLlib] Eval WorkerSet crashes when trying to re-add a failed worker (eval set does not have local worker). ( #26134 )
2022-06-30 13:25:22 +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
simonsays1980
05d3af766c
[RLlib] Added 'episode.hist_data' to the 'atari_metrics' to nsure that custom metrics of the user are kept in postprocessing when using Atari environments. ( #25292 )
2022-06-28 16:31:57 +02:00
Artur Niederfahrenhorst
bed9083f35
[RLlib] Add timeout to filter synchronization. ( #25959 )
2022-06-24 14:37:43 +02:00
Sven Mika
59a967a3a0
[RLlib] Cleanup some deprecated metric keys and classes. ( #26036 )
2022-06-23 21:30:01 +02:00
JYX
bde46e8a88
Fix several typos in rollout_worker.py ( #26028 )
2022-06-23 11:41:53 -07:00
Eric Liang
43aa2299e6
[api] Annotate as public / move ray-core APIs to _private and add enforcement rule ( #25695 )
...
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 )
...
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 )
...
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
