Sven Mika
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ed85f59194
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[RLlib] Unify all RLlib Trainer.train() -> results[info][learner][policy ID][learner_stats] and add structure tests. (#18879)
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2021-09-30 16:39:05 +02:00 |
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Sven Mika
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e2be41b407
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[RLlib] MARWIL + BC: Various fixes and enhancements. (#16218)
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2021-06-03 22:29:00 +02:00 |
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Sven Mika
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eaa7f6696d
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[RLlib] Issue 15887: MARWIL adv norm update mismatch for tf (static-graph) vs torch versions. (#15898)
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2021-05-19 15:44:11 -07:00 |
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Sven Mika
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c4a3e1589b
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[RLlib] CQL: Bug fixes and OPE example added to test and offline_rl.py example. (#15761)
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2021-05-13 09:17:23 +02:00 |
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Michael Luo
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4cbe13cdfd
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[RLlib] CQL loss fn fixes, MuJoCo + Pendulum benchmarks, offline-RL example script w/ json file. (#15603)
Co-authored-by: Sven Mika <sven@anyscale.io>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
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2021-05-04 19:06:19 +02:00 |
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Sven Mika
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6708211b59
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[RLlib] JSONReader: Mix files if > 1 at beginning (each worker should start with different file). (#14865)
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2021-03-24 16:07:40 +01:00 |
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Sven Mika
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69202c6a7d
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[RLlib] Obsolete usage tracking dict via sample batch. (#13065)
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2021-03-17 08:18:15 +01:00 |
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Sven Mika
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eb0038612f
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[RLlib] Extend on_learn_on_batch callback to allow for custom metrics to be added. (#13584)
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2021-02-08 15:02:19 +01:00 |
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Sven Mika
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a65ee92b69
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[RLlib] MARWIL loss function test case and cleanup. (#13455)
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2021-01-19 09:51:05 +01:00 |
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Sven Mika
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c524f86785
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[RLlib] BC/MARWIL/recurrent nets minor cleanups and bug fixes. (#13064)
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2020-12-27 09:46:03 -05:00 |
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Sven Mika
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bfc4f95e01
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[RLlib] Fix test_bc.py test case. (#11722)
* Fix large json test file.
* Fix large json test file.
* WIP.
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2020-10-31 00:16:09 -07:00 |
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Sven Mika
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ce96b03b07
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[RLlib] MB-MPO cleanup (comments, docstrings, type annotations). (#11033)
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2020-10-06 20:28:16 +02:00 |
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Sven Mika
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4b278c36fc
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[RLlib] Behavioral Cloning (from MARWIL). (#10619)
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2020-09-09 17:33:21 +02:00 |
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Barak Michener
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8e76796fd0
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ci: Redo format.sh --all script & backfill lint fixes (#9956)
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2020-08-07 16:49:49 -07:00 |
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Sven Mika
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617eb8f279
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[RLlib] Issue 9402 MARWIL producing nan rewards. (#9429)
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2020-07-14 05:07:16 +02:00 |
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Sven Mika
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43043ee4d5
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[RLlib] Tf2x preparation; part 2 (upgrading try_import_tf()). (#9136)
* WIP.
* Fixes.
* LINT.
* WIP.
* WIP.
* Fixes.
* Fixes.
* Fixes.
* Fixes.
* WIP.
* Fixes.
* Test
* Fix.
* Fixes and LINT.
* Fixes and LINT.
* LINT.
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2020-06-30 10:13:20 +02:00 |
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Sven Mika
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4ed796a7d6
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[RLlib] Add testing Policy.compute_single_action() for all agents. (#8903)
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2020-06-13 17:51:50 +02:00 |
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Eric Liang
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9a83908c46
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[rllib] Deprecate policy optimizers (#8345)
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2020-05-21 10:16:18 -07:00 |
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Sven Mika
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754290daad
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[RLlib] Add light-weight Trainer.compute_action() tests for all Algos. (#8356)
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2020-05-08 16:31:31 +02:00 |
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Sven Mika
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c2cb5c2214
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[RLlib] MARWIL torch. (#7836)
* WIP.
* WIP.
* LINT.
* Fix MARWIL so it can run with eager-mode.
* LINT.
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2020-04-06 16:38:50 -07:00 |
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