4 commits

Author	SHA1	Message	Date
Artur Niederfahrenhorst	fb2915d26a	[RLlib] Replay Buffer API and Ape-X. (#24506)	2022-05-17 13:43:49 +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
Michael Luo	4cbe13cdfd	[RLlib] CQL loss fn fixes, MuJoCo + Pendulum benchmarks, offline-RL example script w/ json file. (#15603) ... Co-authored-by: Sven Mika <sven@anyscale.io> Co-authored-by: sven1977 <svenmika1977@gmail.com>	2021-05-04 19:06:19 +02:00
Michael Luo	ec2c10309b	[RLlib] CQL for HalfCheetah-Random-v0 + Hopper-Random-v0 + CQL Bug Fixes (#14243)	2021-02-22 17:30:18 +01:00