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
cecfc3b43b
[RLlib] Multi-GPU support for Torch algorithms. ( #14709 )
2021-04-16 09:16:24 +02:00
Sven Mika
b267f1f1ba
[RLlib] Add support for Int-Box action spaces. ( #15012 )
2021-04-11 13:16:01 +02:00
Sven Mika
8698cf9bc8
[RLlib] Fix param noise test case on CI. ( #14926 )
2021-03-25 12:33:23 +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
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 )
...
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
a5b39ef8e2
[RLlib] Fix missing "info_batch" arg (None) in compute_actions calls. ( #13237 )
2021-01-07 21:25:02 +01:00
Sven Mika
8726521604
[RLlib] JAXPolicy prep PR #2 (move get_activation_fn (backward-compatibly), minor fixes and preparations). ( #13091 )
2020-12-30 22:30:52 -05:00
Sven Mika
99ae7bae05
[RLlib] JAXPolicy prep. PR #1 . ( #13077 )
2020-12-26 20:14:18 -05:00
Sven Mika
99c81c6795
[RLlib] Attention Net prep PR #3 . ( #12450 )
2020-12-07 13:08:17 +01:00
Sven Mika
fb318addcb
[RLlib] Curiosity exploration module: tf/tf2.x/tf-eager support. ( #11945 )
2020-11-29 12:31:24 +01:00
Sven Mika
0df55a139c
[RLlib] Attention Net prep PR #1 : Smaller cleanups. ( #12447 )
...
* WIP.
* Fix.
* Fix.
* Fix.
2020-11-27 16:25:47 -08:00
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
Sven Mika
291c172d83
[RLlib] Support Simplex action spaces for SAC (torch and tf). ( #11909 )
2020-11-11 18:45:28 +01:00
dHannasch
8346dedc3a
Fix the linter failure. ( #11755 )
2020-11-02 18:02:15 +01:00
bcahlit
26176ec570
[RLlib] Fix epsilon_greedy on nested_action_spaces only in pytorch ( #11453 )
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* [RLlib] Fix epsilon_greedy on nested_action_spaces only in pytorch
* epsilon_greedy on Continuous action
* formatt
* Fix error
* fix format
* fix bug
* increase speed
* Update rllib/utils/exploration/epsilon_greedy.py
* Update rllib/utils/exploration/epsilon_greedy.py
* Update rllib/utils/exploration/epsilon_greedy.py
Co-authored-by: Sven Mika <sven@anyscale.io>
2020-11-02 12:22:33 +01:00
Sven Mika
2aec77e305
[RLlib] Fix two test cases that only fail on Travis. ( #11435 )
2020-10-16 13:53:30 -05:00
Sven Mika
414041c6dd
[RLlib] Do not create env on driver iff num_workers > 0. ( #11307 )
2020-10-15 18:21:30 +02:00
Sven Mika
8ea1bc5ff9
[RLlib] Allow for more than 2^31 policy timesteps. ( #11301 )
2020-10-12 13:49:11 -07:00
Sven Mika
199e5d0f75
[RLlib] Exploration class type annotations. ( #11251 )
2020-10-07 21:59:14 +02:00
Sven Mika
ce96b03b07
[RLlib] MB-MPO cleanup (comments, docstrings, type annotations). ( #11033 )
2020-10-06 20:28:16 +02:00
Sven Mika
c17169dc11
[RLlib] Fix all example scripts to run on GPUs. ( #11105 )
2020-10-02 23:07:44 +02:00
Sven Mika
f91c455527
[RLlib] Curiosity documentation. ( #11066 )
2020-09-29 09:39:22 +02:00
Thomas Lecat
504da45e69
fix(rllib): allow explore=False with tuple action distributions ( #10443 )
2020-09-10 15:03:02 -07:00
Sven Mika
244aafdcf8
[RLlib] Curiosity enhancements. ( #10373 )
2020-09-05 13:14:24 +02:00
Sven Mika
715ee8dfc9
[RLlib] Issue 10469: Callbacks should receive env idx ... ( #10477 )
2020-09-03 17:27:05 +02:00
Eric Liang
deea1861ab
[rllib] Try fixing torch GPU and masking errors ( #10168 )
2020-08-25 18:34:19 -07:00
Sven Mika
2cbe29a7fa
[RLlib] Curiosity minor fixes, do-overs, and testing. ( #10143 )
2020-08-19 17:49:50 +02:00
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
Barak Michener
8e76796fd0
ci: Redo format.sh --all script & backfill lint fixes ( #9956 )
2020-08-07 16:49:49 -07:00
Michael Luo
4d7bd8c892
[RLlib] Implementation of "Model-based Meta Policy Optimization" (MB MPO) ( #9409 )
2020-08-02 18:12:09 +02:00
Sven Mika
ff9c1dac88
[RLlib] Issue 9667 DDPG Torch bugs and enhancements. ( #9680 )
2020-07-28 14:15:03 +02:00
Sven Mika
78dfed2683
[RLlib] Issue 8384: QMIX doesn't learn anything. ( #9527 )
2020-07-17 12:14:34 +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
fcdf410ae1
[RLlib] Tf2.x native. ( #8752 )
2020-07-11 22:06:35 +02:00
Sven Mika
01125b8fcf
[RLlib] DQN rainbow eager-mode (keras style NoisyLayer) (preparation for native tf2.x support). ( #9304 )
2020-07-09 10:44:10 +02:00
Sven Mika
4da0e542d5
[RLlib] DDPG and SAC eager support (preparation for tf2.x) ( #9204 )
2020-07-08 16:12:20 +02:00
Sven Mika
5b2a97597b
[RLlib] Retire try_import_tree (should be installed along with other requirements). ( #9211 )
...
- Retire try_import_tree.
- Stabilize test_supported_multi_agent.py.
2020-07-02 13:06:34 +02:00
Sven Mika
43043ee4d5
[RLlib] Tf2x preparation; part 2 (upgrading try_import_tf()). ( #9136 )
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* WIP.
* Fixes.
* LINT.
* WIP.
* WIP.
* Fixes.
* Fixes.
* Fixes.
* Fixes.
* WIP.
* Fixes.
* Test
* Fix.
* Fixes and LINT.
* Fixes and LINT.
* LINT.
2020-06-30 10:13:20 +02:00
Sven Mika
4fd8977eaf
[RLlib] Minor cleanup in preparation to tf2.x support. ( #9130 )
...
* WIP.
* Fixes.
* LINT.
* Fixes.
* Fixes and LINT.
* WIP.
2020-06-25 19:01:32 +02:00
Eric Liang
831b2fe51d
[rllib] Set framework to tf by default and remove import checks; "Auto" option ( #8748 )
...
* tf by default
* Update rllib/agents/trainer.py
Co-authored-by: Sven Mika <sven@anyscale.io>
* remove it
* fix
* remove
* fix
* lint
Co-authored-by: Sven Mika <sven@anyscale.io>
2020-06-08 23:04:50 -07:00
Sven Mika
2746fc0476
[RLlib] Auto-framework, retire use_pytorch in favor of framework=... ( #8520 )
2020-05-27 16:19:13 +02:00
Sven Mika
6d196197bc
[RLlib] utils/spaces ... ( #8608 )
2020-05-27 10:21:30 +02:00
Sven Mika
d7eaacb5fe
[RLlib] Issue 8319 DDPG (MA or num_envs_per_worker > 1) broken. ( #8324 )
2020-05-08 08:26:32 +02:00
Sven Mika
5f278c6411
[RLlib] Examples folder restructuring (models) part 1 ( #8353 )
2020-05-08 08:20:18 +02:00
Sven Mika
6c2b9a4cfa
[RLlib] Remove tf.py_function from all Schedule classes (not differentiable and causes other bugs in MA setups). ( #8304 )
...
Remove tf.py_function from all Schedule classes (not differentiable and causes other bugs in MA setups). (#8304 )
2020-05-04 23:53:38 +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
