Michael Luo
4cbe13cdfd
[RLlib] CQL loss fn fixes, MuJoCo + Pendulum benchmarks, offline-RL example script w/ json file. ( #15603 )
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Co-authored-by: Sven Mika <sven@anyscale.io>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-05-04 19:06:19 +02:00
Amog Kamsetty
ebc44c3d76
[CI] Upgrade flake8 to 3.9.1 ( #15527 )
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* formatting
* format util
* format release
* format rllib/agents
* format rllib/env
* format rllib/execution
* format rllib/evaluation
* format rllib/examples
* format rllib/policy
* format rllib utils and tests
* format streaming
* more formatting
* update requirements files
* fix rllib type checking
* updates
* update
* fix circular import
* Update python/ray/tests/test_runtime_env.py
* noqa
2021-05-03 14:23:28 -07:00
Sven Mika
e973b726c2
[RLlib] Support native tf.keras.Models (part 2) - Default keras models for Vision/RNN/Attention. ( #15273 )
2021-04-30 19:26:30 +02:00
Sven Mika
bb8a286cbc
[RLlib] Support native tf.keras.Model (milestone toward obsoleting ModelV2 class). ( #14684 )
2021-04-27 10:44:54 +02:00
Sven Mika
354c960fff
[RLlib] Fix test_dependency_torch and fix custom logger support for RLlib. ( #15120 )
2021-04-24 08:13:41 +02:00
Sven Mika
41968512ca
[RLlib] Partial GPU examples (for learner and workers). ( #15334 )
2021-04-20 08:46:05 +02:00
Sven Mika
cecfc3b43b
[RLlib] Multi-GPU support for Torch algorithms. ( #14709 )
2021-04-16 09:16:24 +02:00
Sven Mika
e961d2f4b2
[RLlib] Improve example scripts for attention nets, CartPole LSTM, and custom RNN-models. ( #15329 )
2021-04-15 16:11:34 +02:00
Sven Mika
45d6560759
[RLlib] Fix flakey custom_fast_model_torch/tf tests. ( #15330 )
2021-04-15 16:10:29 +02:00
Sven Mika
5254d2fb36
[RLlib] Support parallelizing evaluation and training (optional). ( #15040 )
2021-04-13 09:53:35 +02:00
Sven Mika
1c9701e9cb
[RLlib] Discussion 1513: on_episode_step() callback called after very first reset (should not). ( #15218 )
2021-04-11 13:16:17 +02:00
Dmitri Gekhtman
58fbb419ea
[client][rllib] Add client_mode_hook for ray.get_gpu_ids ( #15185 )
2021-04-08 23:36:11 -07:00
Sven Mika
c8ca4d03ad
[RLlib] Issue with agent-id -> pol-id mapping not required to be fixed across different episodes. ( #15020 )
2021-03-30 19:25:52 +02:00
Sven Mika
4f66309e19
[RLlib] Redo issue 14533 tf enable eager exec ( #14984 )
2021-03-29 20:07:44 +02:00
Sven Mika
e98808ce11
[RLlib] Fix 2 flakey test cases. ( #14892 )
2021-03-29 17:20:29 +02:00
Sven Mika
803be1d968
[RLlib] Trajectory view blogpost example script changes. ( #14893 )
2021-03-25 14:16:50 +01:00
SangBin Cho
fa5f961d5e
Revert "[RLlib] Issue 14533: tf.enable_eager_execution() must be called at beginning. ( #14737 )" ( #14918 )
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This reverts commit 3e389d5812
2021-03-25 00:42:01 -07:00
Raoul Khouri
c37fa3f389
[RLlib] Example and test for custom Trainer wrapper experiments ( #14652 )
2021-03-24 16:22:46 +01:00
Sven Mika
3e389d5812
[RLlib] Issue 14533: tf.enable_eager_execution() must be called at beginning. ( #14737 )
2021-03-24 12:54:27 +01:00
Sven Mika
78c64ca151
[RLlib] Attention net example script: Clarifications on how to use with Trainer.compute_action. ( #14864 )
2021-03-23 19:33:01 +01:00
Sven Mika
04bc0a9828
[RLlib] Remove all non-trajectory view API code. ( #14860 )
2021-03-23 09:50:18 -07:00
Sven Mika
f859ebb99f
[RLlib] Fix env rendering and recording options (for non-local mode; >0 workers; +evaluation-workers). ( #14796 )
2021-03-23 10:06:06 +01:00
Sven Mika
78a134efa2
[RLlib] Add HowTo set env seed to our custom env example script. ( #14471 )
2021-03-16 08:12:27 +01:00
Sven Mika
ee4b6e7e3b
[RLlib] Unity3D example broken due to change in ML-Agents API. Attention-net prev-n-a/r. Attention-wrapper works with images. ( #14569 )
2021-03-12 18:27:25 +01:00
Clark Zinzow
5a788474aa
[Core] First pass at privatizing non-public Python APIs. ( #14607 )
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* async_compat
* utils
* cluster_utils
* compat
* function_manager
* import_thread
* memory_monitor
* monitor, log_monitor, ray_process_reaper
* metrics_agent
* parameter
* prometheus_exporter
* ray_logging
* signature
2021-03-10 22:47:28 -08:00
Maxime RICHE
9a7fbd3cdf
[RLlib] Add coin game env. Matrix social dilemma env. With tests and examples. ( #14208 )
2021-03-09 17:26:20 +01:00
Sven Mika
732197e23a
[RLlib] Multi-GPU for tf-DQN/PG/A2C. ( #13393 )
2021-03-08 15:41:27 +01:00
Sven Mika
5637d89ecc
[RLlib] Serve + RLlib example script. ( #14416 )
2021-03-03 14:33:03 +01:00
Sven Mika
4cd5c1da2c
[RLlib] Remove flaky test case for mixed (tf+torch) policies trainer. ( #14357 )
2021-02-25 14:07:05 -08:00
Sven Mika
3d20d58c90
[RLlib] Tune trial + checkpoint selection example. ( #14209 )
2021-02-22 12:52:37 +01:00
Sven Mika
929946271d
[RLlib] Issue #14022 : Trajectory View API fails in MA-env where a new agent terminates right away (done=True right after initial obs). ( #14031 )
2021-02-18 14:07:49 +01:00
Sven Mika
4db86404ad
[RLlib] Issue #13507 : Fix MB-MPO CartPole Env's reward function as well as MB-MPO running into a traj. view API related issue. ( #14037 )
2021-02-11 18:58:46 +01:00
Sven Mika
eb0038612f
[RLlib] Extend on_learn_on_batch callback to allow for custom metrics to be added. ( #13584 )
2021-02-08 15:02:19 +01:00
Sven Mika
d001af3e59
[RLlib] Allow rllib rollout to run distributed via evaluation workers. ( #13718 )
2021-02-08 12:05:16 +01:00
Sven Mika
0a0d9183fe
[RLlib] Trajectory view API example script (enhancements and tf2 support). ( #13786 )
2021-02-02 18:42:18 +01:00
Sven Mika
52c94b7ee9
[RLlib] Allow SAC to use custom models as Q- or policy nets and deprecate "state-preprocessor" for image spaces. ( #13522 )
2021-02-02 13:05:58 +01:00
Sven Mika
9423930bcc
[RLlib] MAML: Add cartpole mass test for PyTorch. ( #13679 )
2021-01-25 12:32:41 +01:00
Sven Mika
e74947cc94
[RLlib] Env directory cleanup and tests. ( #13082 )
2021-01-19 10:09:39 +01:00
Sven Mika
93c0a5549b
[RLlib] Deprecate vf_share_layers in top-level PPO/MAML/MB-MPO configs. ( #13397 )
2021-01-19 09:51:35 +01:00
Sven Mika
d98235cc84
[RLlib] Deflake 2x remote & local inference tests (external env). ( #13459 )
2021-01-14 20:44:26 +01:00
Sven Mika
56878221ed
[RLlib] Redo: Make TFModelV2 fully modular like TorchModelV2 (soft-deprecate register_variables, unify var names wrt torch). ( #13363 )
2021-01-14 14:44:33 +01:00
Kai Fricke
25f10a947a
Revert "[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. ( #13339 )" ( #13361 )
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This reverts commit e2b2abb88b
2021-01-12 12:33:57 +01:00
Sven Mika
e2b2abb88b
[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. ( #13339 )
2021-01-11 22:42:30 +01:00
Sven Mika
9dd9f72111
[RLlib] Add more detailed Documentation on Model building API ( #13261 )
2021-01-09 12:38:29 +01:00
Sven Mika
6f342a2221
[RLlib] Preparatory PR for: Documentation on Model Building. ( #13260 )
2021-01-08 10:56:09 +01:00
Basu Jindal
4e569ee20b
Update multi_agent_independent_learning.py ( #13196 )
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pettingzoo.utils.error.DeprecatedEnv: waterworld_v0 is now depreciated, use waterworld_v2 instead
2021-01-05 13:44:54 -08:00
Sven Mika
9eba1871bb
[RLlib] Support easy use_attention=True flag for using the GTrXL model. ( #11698 )
2021-01-01 14:06:23 -05:00
Sven Mika
391cdfae8c
[RLlib] Trajectory view API docs. ( #12718 )
2020-12-30 17:32:21 -08:00
Sven Mika
c524f86785
[RLlib] BC/MARWIL/recurrent nets minor cleanups and bug fixes. ( #13064 )
2020-12-27 09:46:03 -05:00
Sven Mika
99ae7bae05
[RLlib] JAXPolicy prep. PR #1 . ( #13077 )
2020-12-26 20:14:18 -05:00
