Sven Mika
45f60e51a9
[RLlib] DDPPO fixes and benchmarks. ( #18390 )
2021-09-08 19:39:01 +02:00
Sven Mika
e0640ad0dc
[RLlib] Fix seeding for ES and ARS. ( #16744 )
2021-07-19 13:13:05 -04:00
Sven Mika
732197e23a
[RLlib] Multi-GPU for tf-DQN/PG/A2C. ( #13393 )
2021-03-08 15:41:27 +01:00
Sven Mika
19c8033df2
[RLlib] Fix most remaining RLlib algos for running with trajectory view API. ( #12366 )
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* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* LINT and fixes.
MB-MPO and MAML not working yet.
* wip
* update
* update
* rmeove
* remove dep
* higher
* Update requirements_rllib.txt
* Update requirements_rllib.txt
* relpos
* no mbmpo
Co-authored-by: Eric Liang <ekhliang@gmail.com>
2020-12-01 17:41:10 -08:00
Sven Mika
0bd69edd71
[RLlib] Trajectory view API: enable by default for ES and ARS ( #11826 )
2020-11-12 10:33:10 -08:00
Sven Mika
0c0f67c14d
[RLlib] ARS/ES eval workers not working: Issue 9933. ( #11308 )
2020-10-12 13:49:48 -07:00
Richard Liaw
d35f0e40d0
[tune] Use public methods for trainable ( #9184 )
2020-07-01 11:00:00 -07:00
Sven Mika
97d524c075
[RLlib] Issue 8769 broken OOM tests_dir cases (R & S). ( #8770 )
2020-06-05 08:34:21 +02:00
Sven Mika
2746fc0476
[RLlib] Auto-framework, retire use_pytorch in favor of framework=... ( #8520 )
2020-05-27 16:19:13 +02:00
Eric Liang
9a83908c46
[rllib] Deprecate policy optimizers ( #8345 )
2020-05-21 10:16:18 -07:00
Sven Mika
754290daad
[RLlib] Add light-weight Trainer.compute_action() tests for all Algos. ( #8356 )
2020-05-08 16:31:31 +02:00
Sven Mika
d15609ba2a
[RLlib] PyTorch version of ARS (Augmented Random Search). ( #8106 )
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This PR implements a PyTorch version of RLlib's ARS algorithm using RLlib's functional algo builder API. It also adds a regression test for ARS (torch) on CartPole.
2020-04-21 09:47:52 +02:00
Sven Mika
3812bfedda
[RLlib] PyTorch version of ES (Evolution Strategies). ( #8104 )
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PyTorch version of Evolution Strategies (ES) Algo.
2020-04-20 21:47:28 +02:00
Eric Liang
dd70720578
[rllib] Rename sample_batch_size => rollout_fragment_length ( #7503 )
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* bulk rename
* deprecation warn
* update doc
* update fig
* line length
* rename
* make pytest comptaible
* fix test
* fi sys
* rename
* wip
* fix more
* lint
* update svg
* comments
* lint
* fix use of batch steps
2020-03-14 12:05:04 -07:00
Sven Mika
dded5b6d22
[RLlib] ES env_config is not a EnvContext object (e.g. does not contain worker_index). ( #7560 )
2020-03-11 20:33:20 -07:00
Eric Liang
1989eed3bf
[RLlib] Issue 7136: rollout not working for ES and ARS. ( #7444 )
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* Fix.
* Fix issue #7136 .
* ARS fix.
2020-03-04 23:57:44 -08:00
Sven Mika
e6227082bd
[RLlib] Add torch flag to train.py ( #6807 )
2020-01-17 18:48:44 -08:00
Sven
60d4d5e1aa
Remove future imports ( #6724 )
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* Remove all __future__ imports from RLlib.
* Remove (object) again from tf_run_builder.py::TFRunBuilder.
* Fix 2xLINT warnings.
* Fix broken appo_policy import (must be appo_tf_policy)
* Remove future imports from all other ray files (not just RLlib).
* Remove future imports from all other ray files (not just RLlib).
* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).
* Add two empty lines before Schedule class.
* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
2020-01-09 00:15:48 -08:00
Robert Nishihara
39a3459886
Remove (object) from class declarations. ( #6658 )
2020-01-02 17:42:13 -08:00
Eric Liang
5d7afe8092
[rllib] Try moving RLlib to top level dir ( #5324 )
2019-08-05 23:25:49 -07:00
