Steven Morad
ebe6ab0afc
[RLlib] Bandits use TrainerConfig objects. ( #24687 )
2022-05-12 22:02:15 +02:00
Max Pumperla
6a6c58b5b4
[RLlib] Config objects for DDPG and SimpleQ. ( #24339 )
2022-05-12 16:12:42 +02:00
Artur Niederfahrenhorst
95d4a83a87
[RLlib] R2D2 Replay Buffer API integration. ( #24473 )
2022-05-10 20:36:14 +02:00
Sven Mika
44a51610c2
[RLlib] SlateQ config objects. ( #24577 )
2022-05-10 20:07:18 +02:00
Sven Mika
f243895ebb
[RLlib] Dreamer ConfigObject class. ( #24650 )
2022-05-10 16:19:42 +02:00
Sven Mika
6d94b2acbe
[RLlib] AlphaStar config objects. ( #24576 )
2022-05-10 14:01:00 +02:00
Amog Kamsetty
b5b48f6cc7
[RLlib] Switch Dreamer to training_iteration API. ( #24488 )
2022-05-10 08:37:34 +02:00
Artur Niederfahrenhorst
8d906f9bf8
[RLlib] SAC with new Replay Buffer API. ( #24156 )
2022-05-09 14:33:02 +02:00
Steven Morad
b76273357b
[RLlib] APEX-DQN replay buffer config validation fix. ( #24588 )
2022-05-09 09:59:04 +02:00
kourosh hakhamaneshi
69055f556d
[RLlib] Move agents.ars to algorithms.ars. ( #24516 )
2022-05-06 19:11:15 +02:00
kourosh hakhamaneshi
f48f1b252c
[RLlib] Moved agents.es to algorithms.es ( #24511 )
2022-05-06 14:54:22 +02:00
Sven Mika
7ab19ddc32
[RLlib] MADDPG: Move into agents folder (from contrib) and use training_iteration method. ( #24502 )
2022-05-06 12:35:21 +02:00
Sven Mika
f54557073e
[RLlib] Remove execution_plan API code no longer needed. ( #24501 )
2022-05-06 12:29:53 +02:00
Sven Mika
f891a2b6f1
[RLlib] SlateQ + tf; release test fixes, related to TD-error not properly being formatted. ( #24521 )
2022-05-06 08:50:30 +02:00
Avnish Narayan
f2bb6f6806
[RLlib] Impala training iteration fn ( #23454 )
2022-05-05 16:11:08 +02:00
Artur Niederfahrenhorst
86bc9ecce2
[RLlib] DDPG Training iteration fn & Replay Buffer API ( #24212 )
2022-05-05 09:41:38 +02:00
Sven Mika
5b61a00792
[RLlib] Feed all values in COMMON_CONFIG directly from TrainerConfig() (removes duplicate values and comments). ( #24433 )
2022-05-04 16:28:12 +02:00
Sven Mika
b48f63113b
[RLlib] SlateQ fixes: Release learning tests wrong yaml structure + TD-error torch issue ( #24429 )
2022-05-04 13:37:14 +02:00
Sven Mika
1bc6419e0e
[RLlib] R2D2 training iteration fn AND switch off execution_plan API by default. ( #24165 )
2022-05-03 07:59:26 +02:00
Sven Mika
7cca7782f1
[RLlib] OPE (off policy estimator) API. ( #24384 )
2022-05-02 21:15:50 +02:00
Sven Mika
0c5ac3b9e8
[RLlib] Issue 24075: Better error message for Bandit MultiDiscrete (suggest using our wrapper). ( #24385 )
2022-05-02 21:14:08 +02:00
Sven Mika
f53ca1cacb
[RLlib] ES + ARS TrainerConfig objects. ( #24374 )
2022-05-02 16:55:28 +02:00
Sven Mika
026849cd27
[RLlib] APPO TrainerConfig objects. ( #24376 )
2022-05-02 15:06:23 +02:00
Sven Mika
f066180ed5
[RLlib] Deprecate timesteps_per_iteration config key (in favor of min_[sample|train]_timesteps_per_reporting. ( #24372 )
2022-05-02 12:51:14 +02:00
Sven Mika
950bd3fc3f
[RLlib] IMPALA TrainerConfig objects. ( #24375 )
2022-05-02 12:05:30 +02:00
Sven Mika
b2b1c95aa5
[RLlib] A2/3C Config objects (A2CConfig and A3CConfig). ( #24332 )
2022-04-30 09:51:09 +02:00
Sven Mika
3052193c9e
[RLlib] Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead). ( #24345 )
...
Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead).
CQL does not perform sampling timesteps and the deprecated timesteps_per_iteration is automatically translated into the new min_sample_timesteps_per_reporting, but should be translated (only for CQL and other purely offline RL algos) into min_train_timesteps_per_reporting.
If timesteps_per_iteration, CQL lever leaves the first iteration as it thinks it's not done yet (sample timesteps always remain at 0).
2022-04-29 21:02:34 +01:00
Sven Mika
539832f2c5
[RLlib] SlateQ training iteration function. ( #24151 )
2022-04-29 18:38:17 +02:00
Xuehai Pan
3c3dd5051f
[RLlib] Fix type hints for original_batches in callbacks. ( #24214 )
2022-04-29 10:33:53 +02:00
Xuehai Pan
9c76e21a5e
[RLlib] Ensure MultiCallbacks always implements all callback methods ( #24254 )
2022-04-29 10:30:24 +02:00
Sven Mika
ba14f0a41b
[RLlib] PGTrainer config object class (PGConfig). ( #24295 )
2022-04-28 22:25:16 +02:00
Sven Mika
6551922c21
[RLlib] Fix AlphaStar for tf2+tracing; smaller cleanups around avoiding to wrap a TFPolicy as_eager() or with_tracing more than once. ( #24271 )
2022-04-28 13:43:21 +02:00
Sven Mika
c95dd79953
[RLlib] APPO eager fix (APPOTFPolicy gets wrapped as_eager() twice by mistake). ( #24268 )
2022-04-27 21:27:34 +02:00
Sven Mika
627b9f2e88
[RLlib] QMIX training iteration function and new replay buffer API. ( #24164 )
2022-04-27 14:24:20 +02:00
Sven Mika
29388fb25b
[RLlib] Reinstate flakey AlphaStar learning CI test (flakey due to 2 changed, bad config default values). ( #24256 )
2022-04-27 14:01:52 +02:00
Sven Mika
bb4e5cb70a
[RLlib] CQL: training iteration function. ( #24166 )
2022-04-26 14:28:39 +02:00
Artur Niederfahrenhorst
f7be409462
[RLlib] Training Iteration Function for SAC ( #24157 )
2022-04-26 12:37:54 +02:00
Fabian Witter
56bc90ca72
[RLlib] Remove Unnecessary List Conversion of Complex Observations in SAC Models (torch and tf). ( #24106 )
2022-04-25 11:21:34 +02:00
Artur Niederfahrenhorst
306853b5b8
[RLlib] Issue 22693: RNN-SAC fixes. ( #23814 )
2022-04-25 09:19:24 +02:00
Ben Kasper
531fdd50d4
[RLlib] Add 2 missing callbacks to MultiCallbacks class (on_trainer_init and on_sub_environment_created) ( #24153 )
2022-04-25 09:18:03 +02:00
Avnish Narayan
6e68b6bef9
[RLlib] DD-PPO training iteration fn. ( #24118 )
...
We had unreported merge conflicts with DDPPO. This PR closes and combines #24092 , #24035 , #24030 and #23096
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2022-04-22 15:22:14 -07:00
Kai Fricke
9f7170e444
Revert "Revert revert #23906 [RLlib] DD-PPO training iteration function implementation. ( #24035 )" ( #24103 )
...
This reverts commit a337fd994e
2022-04-22 09:58:58 +01:00
Avnish Narayan
a337fd994e
Revert revert #23906 [RLlib] DD-PPO training iteration function implementation. ( #24035 )
2022-04-21 17:37:49 +02:00
Avnish Narayan
477b9d22d2
[RLlib][Training iteration fn] APEX conversion ( #22937 )
2022-04-20 17:56:18 +02:00
Avnish Narayan
0ddbce6518
Revert "[RLlib] DD-PPO training iteration fn ( #23906 )" ( #24030 )
...
The DDPPO LR scheduler test is broken because the learner_info_dictionary that is returned by the training iteration function does not consistently return a learner info for every training iteration, but the test expects that it does.
We'll need to fix the test then re-merge
Reverts #23906
2022-04-19 16:43:57 -07:00
Sven Mika
eb54236d13
[RLlib] DD-PPO training iteration fn ( #23906 )
2022-04-19 17:55:26 +02:00
Artur Niederfahrenhorst
e57ce7efd6
[RLlib] Replay Buffer API and Training Iteration Fn for DQN. ( #23420 )
2022-04-18 12:20:12 +02:00
Sven Mika
92781c603e
[RLlib] A2C training_iteration method implementation (_disable_execution_plan_api=True) ( #23735 )
2022-04-15 18:36:13 +02:00
kourosh hakhamaneshi
c38a29573f
[RLlib] Removed deprecated code with error=True ( #23916 )
2022-04-15 13:51:12 +02:00
Sven Mika
a8494742a3
[RLlib] Memory leak finding toolset using tracemalloc + CI memory leak tests. ( #15412 )
2022-04-12 07:50:09 +02:00
