Sven Mika
e80095591c
[RLlib] Entropy coeff schedule bug fix and git bisect script. ( #15937 )
2021-05-20 18:15:10 +02:00
Sven Mika
2303851c3c
[RLlib] Torch multi-GPU + LSTM/RNN bug fix. ( #15492 )
2021-05-18 11:51:05 +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
78b776942f
[RLlib] Discussion 1928: Initial lr wrong if schedule used that includes ts=0 (both tf and torch). ( #15538 )
2021-04-27 17:19:52 +02:00
Sven Mika
bdda73e2dd
[RLlib] Torch multi-GPU bug fixes (discussion 1755). ( #15421 )
...
Thanks a lot @Bam4d for raising this and your help on fixing the worker GPU issue for torch!
2021-04-22 11:29:42 +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
8b3554e37e
[RLlib] Remove all (already soft-deprecated) SampleBatch.data from code. ( #15335 )
2021-04-15 19:19:51 +02:00
mvindiola1
5e350ceaa2
[RLlib] Issue 14119: Fix TD3 policy delay for torch. ( #14840 )
2021-03-24 16:26:22 +01:00
Sven Mika
69202c6a7d
[RLlib] Obsolete usage tracking dict via sample batch. ( #13065 )
2021-03-17 08:18:15 +01:00
Sven Mika
8000258333
[RLlib] R2D2 Implementation. ( #13933 )
2021-02-25 12:18:11 +01:00
Sven Mika
95ef04b71a
[RLlib] Implement TorchPolicy.export_model. ( #13989 )
2021-02-22 17:09:40 +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
0a0d9183fe
[RLlib] Trajectory view API example script (enhancements and tf2 support). ( #13786 )
2021-02-02 18:42:18 +01:00
Sven Mika
1f00f834ac
[RLlib] Solve PyTorch/TF-eager A3C async race condition between calling model and its value function. ( #13467 )
2021-01-18 10:29:03 -08:00
Sven Mika
391cdfae8c
[RLlib] Trajectory view API docs. ( #12718 )
2020-12-30 17:32:21 -08:00
Sven Mika
a5318961de
[RLlib] Preprocessor fixes (multi-discrete) and tests. ( #13083 )
2020-12-26 20:14:36 -05:00
Sven Mika
d5604eaba3
[RLlib] Attention nets PyTorch support and cleanup (using traj. view API). ( #12029 )
2020-12-21 18:38:34 -08:00
Sven Mika
b2bcab711d
[RLlib] Attention Nets: tf ( #12753 )
2020-12-20 20:22:32 -05:00
Sven Mika
0df55a139c
[RLlib] Attention Net prep PR #1 : Smaller cleanups. ( #12447 )
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* WIP.
* Fix.
* Fix.
* Fix.
2020-11-27 16:25:47 -08:00
Sven Mika
6475297bd3
[RLlib] Torch LR schedule not working. Fix and added test case. ( #12396 )
2020-11-26 13:14:11 +01:00
Sven Mika
6da4342822
[RLlib] Add on_learn_on_batch (Policy) callback to DefaultCallbacks. ( #12070 )
2020-11-18 15:39:23 +01:00
Sven Mika
62c7ab5182
[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). ( #11747 )
2020-11-12 16:27:34 +01:00
mvindiola1
4518fe790f
[RLLIB] Convert torch state arrays to tensors during compute log likelihoods ( #11708 )
2020-11-04 09:33:56 +01:00
Sven Mika
5b788ccb13
[RLlib] Trajectory view API (prep PR for switching on by default across all RLlib; plumbing only) ( #11717 )
2020-11-03 12:53:34 -08:00
Sven Mika
54d85a6c2a
[RLlib] Fix RNN learning for tf-eager/tf2.x. ( #11720 )
2020-11-02 11:18:41 +01:00
Sven Mika
ce96b03b07
[RLlib] MB-MPO cleanup (comments, docstrings, type annotations). ( #11033 )
2020-10-06 20:28:16 +02:00
Philsik Chang
2b26d2ca1b
[rllib] Fix for Torch checkpoint taken on GPU fails to deserialize on CPU ( #11071 ) ( #11208 )
2020-10-05 22:01:55 -07:00
Sven Mika
c17169dc11
[RLlib] Fix all example scripts to run on GPUs. ( #11105 )
2020-10-02 23:07:44 +02:00
Sven Mika
36bda8432b
[RLlib] Trajectory view API: Simple List Collector (on by default for PPO); LSTM-agnostic ( #11056 )
2020-10-01 16:57:10 +02:00
Sven Mika
d7c42d6d92
[RLlib] Unity blogpost final fixes. ( #10894 )
2020-09-20 14:13:20 +02:00
Sven Mika
5c7b35d694
[RLlib] Issue 10833 TorchPolicy GPU. ( #10834 )
2020-09-17 09:04:46 +02:00
Michael Luo
4e9888ce2f
[RLlib] Dreamer ( #10172 )
2020-08-26 13:24:05 +02:00
Sven Mika
e968b52cb7
[RLlib] Trajectory view API - 03 Fast LSTM + prev actions/rewards ( #9950 )
2020-08-21 12:35:16 +02:00
Sven Mika
2cbe29a7fa
[RLlib] Curiosity minor fixes, do-overs, and testing. ( #10143 )
2020-08-19 17:49:50 +02:00
Olli Huotari
9ff599cbb8
torch policy now includes model.metrics ( #10121 )
...
* torch policy now includes model.metrics
* Fixed tests to work with custom metrics
* Forgot to run format.sh
2020-08-15 10:43:11 -07:00
Sven Mika
2256047876
[RLlib] Rename rllib.utils.types into typing to match built-in python module's name. ( #10114 )
2020-08-15 13:24:22 +02:00
Tanay Wakhare
1826b29757
[RLlib] Curiosity (intrinsic motivation) Exploration module. ( #9912 )
2020-08-13 20:14:16 +02:00
yncxcw
32cd94b750
[Core] Do not convert gpu id to int ( #9744 )
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Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2020-08-11 12:09:46 -07:00
Sven Mika
57690a3a9f
[RLlib] Trajectory view API - 02 actual API scaffold ( #9753 )
2020-08-06 10:54:20 +02:00
Eric Liang
5acd3e66dd
[rllib] Fix torch TD error, IMPALA LR updates ( #9477 )
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* update
* add test
* lint
* fix super call
* speed es test up
2020-07-23 12:50:25 -07:00
Sven Mika
8204717eed
[RLlib] Issue 9218: PyTorch Policy places Model on GPU even with num_gpus=0 ( #9516 )
2020-07-17 05:53:25 +02:00
Sven Mika
935d8308fb
[RLlib] Issue #9437 (PyTorch converts to CPU tensor, even if on GPU). ( #9497 )
2020-07-16 14:55:50 +02:00
Sven Mika
03ab86567f
[RLlib] Layout of Trajectory View API (new class: Trajectory; not used yet). ( #9269 )
2020-07-14 04:27:49 +02:00
Sven Mika
f43d934817
[RLlib] Type annotations for policy. ( #9248 )
2020-07-05 13:09:51 +02:00
Sven Mika
0d37103f84
[RLlib] Prototype: Model Trajectory View API, part 0 ( #9171 )
2020-06-30 05:33:19 +02:00
Sven Mika
5c6d5d4ab1
This PR fixes the currently broken lstm_use_prev_action_reward flag for default lstm models (model.use_lstm=True). ( #8970 )
2020-06-27 20:50:01 +02:00
Sven Mika
af1203b9df
[RLlib] Issue 8507 (PyTorch does not support custom loss). ( #9142 )
2020-06-26 09:52:22 +02:00
Sven Mika
14405b90d5
[RLlib] Prototype of a DynaTrainer (for env dynamics learning in upcoming MBMPO algo). ( #8860 )
2020-06-16 09:01:20 +02:00
