18 commits

Author	SHA1	Message	Date
Sven Mika	7c39aa5fac	[RLlib] Trainer.training_iteration -> Trainer.training_step; Iterations vs reportings: Clarification of terms. (#25076)	2022-06-10 17:09:18 +02:00
Rohan Potdar	a9d8da0100	[RLlib]: Doubly Robust Off-Policy Evaluation. (#25056)	2022-06-07 12:52:19 +02:00
Sven Mika	d95009a3ac	[RLlib] Vectorized envs: Gracefully handle sub-environments failing by restarting them (if configured so). (#24967)	2022-05-28 10:50:03 +02:00
Rohan Potdar	ab81c8e9ca	[RLlib]: Rename input_evaluation to off_policy_estimation_methods. (#25107)	2022-05-27 13:14:54 +02:00
Sven Mika	ec89fe5203	[RLlib] APEX-DQN and R2D2 config objects. (#25067)	2022-05-23 12:15:45 +02:00
Sven Mika	baf8c2fa1e	[RLlib] TD3 config objects. (#25065)	2022-05-23 10:07:13 +02:00
Sven Mika	09886d7ab8	[RLlib] Upgrade gym 0.23 (#24171)	2022-05-23 08:18:44 +02:00
Steven Morad	501d932449	[RLlib] SAC, RNNSAC, and CQL TrainerConfig objects (#25059)	2022-05-22 19:58:47 +02:00
Rohan Potdar	5a70b732e8	[RLlib] MARWIL and BC Config. (#24853)	2022-05-21 12:50:20 +02:00
Artur Niederfahrenhorst	fb2915d26a	[RLlib] Replay Buffer API and Ape-X. (#24506)	2022-05-17 13:43:49 +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	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	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	b2b1c95aa5	[RLlib] A2/3C Config objects (A2CConfig and A3CConfig). (#24332)	2022-04-30 09:51:09 +02:00
Sven Mika	ba14f0a41b	[RLlib] PGTrainer config object class (PGConfig). (#24295)	2022-04-28 22:25:16 +02:00
Sven Mika	c82f6c62c8	[RLlib] Make RolloutWorkers (optionally) recoverable after failure. (#23739)	2022-04-08 15:33:28 +02:00
Sven Mika	2eaa54bd76	[RLlib] POC: Config objects instead of dicts (PPO only). (#23491)	2022-03-31 18:26:12 +02:00