6 commits

Author	SHA1	Message	Date
Artur Niederfahrenhorst	d07e50e957	[RLlib] Replay buffer API (cleanups; docstrings; renames; move into rllib/execution/buffers dir) (#20552)	2021-11-19 11:57:37 +01:00
gjoliver	99a0088233	[RLlib] Unify the way we create local replay buffer for all agents (#19627) ... * [RLlib] Unify the way we create and use LocalReplayBuffer for all the agents. This change 1. Get rid of the try...except clause when we call execution_plan(), and get rid of the Deprecation warning as a result. 2. Fix the execution_plan() call in Trainer._try_recover() too. 3. Most importantly, makes it much easier to create and use different types of local replay buffers for all our agents. E.g., allow us to easily create a reservoir sampling replay buffer for APPO agent for Riot in the near future. * Introduce explicit configuration for replay buffer types. * Fix is_training key error. * actually deprecate buffer_size field.	2021-10-26 20:56:02 +02:00
gjoliver	89fbfc00f8	[RLlib] Some minor cleanups (buffer buffer_size -> capacity and others). (#19623)	2021-10-25 09:42:39 +02:00
Sven Mika	732197e23a	[RLlib] Multi-GPU for tf-DQN/PG/A2C. (#13393)	2021-03-08 15:41:27 +01:00
Sven Mika	8000258333	[RLlib] R2D2 Implementation. (#13933)	2021-02-25 12:18:11 +01:00
desktable	5af745c90d	[RLlib] Implement the SlateQ algorithm (#11450)	2020-11-03 09:52:04 +01:00