Sven Mika
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bdda73e2dd
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[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!
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2021-04-22 11:29:42 +02:00 |
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Sven Mika
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41968512ca
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[RLlib] Partial GPU examples (for learner and workers). (#15334)
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2021-04-20 08:46:05 +02:00 |
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Sven Mika
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cecfc3b43b
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[RLlib] Multi-GPU support for Torch algorithms. (#14709)
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2021-04-16 09:16:24 +02:00 |
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Sven Mika
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8b3554e37e
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[RLlib] Remove all (already soft-deprecated) SampleBatch.data from code. (#15335)
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2021-04-15 19:19:51 +02:00 |
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mvindiola1
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5e350ceaa2
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[RLlib] Issue 14119: Fix TD3 policy delay for torch. (#14840)
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2021-03-24 16:26:22 +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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8000258333
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[RLlib] R2D2 Implementation. (#13933)
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2021-02-25 12:18:11 +01:00 |
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Sven Mika
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95ef04b71a
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[RLlib] Implement TorchPolicy.export_model. (#13989)
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2021-02-22 17:09:40 +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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0a0d9183fe
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[RLlib] Trajectory view API example script (enhancements and tf2 support). (#13786)
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2021-02-02 18:42:18 +01:00 |
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Sven Mika
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1f00f834ac
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[RLlib] Solve PyTorch/TF-eager A3C async race condition between calling model and its value function. (#13467)
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2021-01-18 10:29:03 -08:00 |
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Sven Mika
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391cdfae8c
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[RLlib] Trajectory view API docs. (#12718)
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2020-12-30 17:32:21 -08:00 |
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Sven Mika
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a5318961de
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[RLlib] Preprocessor fixes (multi-discrete) and tests. (#13083)
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2020-12-26 20:14:36 -05:00 |
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Sven Mika
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d5604eaba3
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[RLlib] Attention nets PyTorch support and cleanup (using traj. view API). (#12029)
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2020-12-21 18:38:34 -08:00 |
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Sven Mika
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b2bcab711d
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[RLlib] Attention Nets: tf (#12753)
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2020-12-20 20:22:32 -05:00 |
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Sven Mika
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0df55a139c
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[RLlib] Attention Net prep PR #1: Smaller cleanups. (#12447)
* WIP.
* Fix.
* Fix.
* Fix.
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2020-11-27 16:25:47 -08:00 |
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Sven Mika
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6475297bd3
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[RLlib] Torch LR schedule not working. Fix and added test case. (#12396)
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2020-11-26 13:14:11 +01:00 |
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Sven Mika
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6da4342822
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[RLlib] Add on_learn_on_batch (Policy) callback to DefaultCallbacks. (#12070)
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2020-11-18 15:39:23 +01:00 |
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Sven Mika
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62c7ab5182
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[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). (#11747)
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2020-11-12 16:27:34 +01:00 |
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mvindiola1
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4518fe790f
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[RLLIB] Convert torch state arrays to tensors during compute log likelihoods (#11708)
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2020-11-04 09:33:56 +01:00 |
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Sven Mika
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5b788ccb13
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[RLlib] Trajectory view API (prep PR for switching on by default across all RLlib; plumbing only) (#11717)
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2020-11-03 12:53:34 -08:00 |
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Sven Mika
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54d85a6c2a
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[RLlib] Fix RNN learning for tf-eager/tf2.x. (#11720)
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2020-11-02 11:18:41 +01:00 |
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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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Philsik Chang
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2b26d2ca1b
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[rllib] Fix for Torch checkpoint taken on GPU fails to deserialize on CPU (#11071) (#11208)
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2020-10-05 22:01:55 -07:00 |
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Sven Mika
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c17169dc11
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[RLlib] Fix all example scripts to run on GPUs. (#11105)
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2020-10-02 23:07:44 +02:00 |
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Sven Mika
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36bda8432b
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[RLlib] Trajectory view API: Simple List Collector (on by default for PPO); LSTM-agnostic (#11056)
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2020-10-01 16:57:10 +02:00 |
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Sven Mika
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d7c42d6d92
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[RLlib] Unity blogpost final fixes. (#10894)
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2020-09-20 14:13:20 +02:00 |
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Sven Mika
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5c7b35d694
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[RLlib] Issue 10833 TorchPolicy GPU. (#10834)
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2020-09-17 09:04:46 +02:00 |
|
Michael Luo
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4e9888ce2f
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[RLlib] Dreamer (#10172)
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2020-08-26 13:24:05 +02:00 |
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Sven Mika
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e968b52cb7
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[RLlib] Trajectory view API - 03 Fast LSTM + prev actions/rewards (#9950)
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2020-08-21 12:35:16 +02:00 |
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Sven Mika
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2cbe29a7fa
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[RLlib] Curiosity minor fixes, do-overs, and testing. (#10143)
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2020-08-19 17:49:50 +02:00 |
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Olli Huotari
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9ff599cbb8
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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
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2020-08-15 10:43:11 -07:00 |
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Sven Mika
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2256047876
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[RLlib] Rename rllib.utils.types into typing to match built-in python module's name. (#10114)
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2020-08-15 13:24:22 +02:00 |
|
Tanay Wakhare
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1826b29757
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[RLlib] Curiosity (intrinsic motivation) Exploration module. (#9912)
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2020-08-13 20:14:16 +02:00 |
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yncxcw
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32cd94b750
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[Core] Do not convert gpu id to int (#9744)
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
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2020-08-11 12:09:46 -07:00 |
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Sven Mika
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57690a3a9f
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[RLlib] Trajectory view API - 02 actual API scaffold (#9753)
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2020-08-06 10:54:20 +02:00 |
|
Eric Liang
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5acd3e66dd
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[rllib] Fix torch TD error, IMPALA LR updates (#9477)
* update
* add test
* lint
* fix super call
* speed es test up
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2020-07-23 12:50:25 -07:00 |
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Sven Mika
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8204717eed
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[RLlib] Issue 9218: PyTorch Policy places Model on GPU even with num_gpus=0 (#9516)
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2020-07-17 05:53:25 +02:00 |
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Sven Mika
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935d8308fb
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[RLlib] Issue #9437 (PyTorch converts to CPU tensor, even if on GPU). (#9497)
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2020-07-16 14:55:50 +02:00 |
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Sven Mika
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03ab86567f
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[RLlib] Layout of Trajectory View API (new class: Trajectory; not used yet). (#9269)
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2020-07-14 04:27:49 +02:00 |
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Sven Mika
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f43d934817
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[RLlib] Type annotations for policy. (#9248)
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2020-07-05 13:09:51 +02:00 |
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Sven Mika
|
0d37103f84
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[RLlib] Prototype: Model Trajectory View API, part 0 (#9171)
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2020-06-30 05:33:19 +02:00 |
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Sven Mika
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5c6d5d4ab1
|
This PR fixes the currently broken lstm_use_prev_action_reward flag for default lstm models (model.use_lstm=True). (#8970)
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2020-06-27 20:50:01 +02:00 |
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Sven Mika
|
af1203b9df
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[RLlib] Issue 8507 (PyTorch does not support custom loss). (#9142)
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2020-06-26 09:52:22 +02:00 |
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Sven Mika
|
14405b90d5
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[RLlib] Prototype of a DynaTrainer (for env dynamics learning in upcoming MBMPO algo). (#8860)
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2020-06-16 09:01:20 +02:00 |
|
Sven Mika
|
25c0974543
|
[RLlib] Issue 8412 (Adam vars not stored in ModelV2). (#8480)
|
2020-06-05 21:07:02 +02:00 |
|
Sven Mika
|
d8a081a185
|
[RLlib] Unity3D integration (n Unity3D clients vs learning server). (#8590)
|
2020-05-30 22:48:34 +02:00 |
|
Sven Mika
|
5f278c6411
|
[RLlib] Examples folder restructuring (models) part 1 (#8353)
|
2020-05-08 08:20:18 +02:00 |
|
Sven Mika
|
a00144f746
|
[RLlib] Fix issue 8135 (DDPG inf actions when using [-inf,inf] action space). (#8302)
|
2020-05-04 22:27:30 +02:00 |
|
Tomasz Wrona
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b508166419
|
Copy initial state of an RNN to a CPU before converting it to a NumPy array (#8097)
|
2020-04-25 18:49:09 -07:00 |
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