8 commits

Author	SHA1	Message	Date
Sven Mika	130b7eeaba	[RLlib] Trainer to Algorithm renaming. (#25539)	2022-06-11 15:10:39 +02:00
Eric Liang	4963dfaae0	[api] Add API stability annotations for all RLlib symbols and add to LINT (#25060)	2022-05-24 22:14:25 -07:00
Kai Fricke	8c2e471265	[AIR] Add RLTrainer interface, implementation, and examples (#23465) ... This PR adds a RLTrainer to Ray AIR. It works for both offline and online use cases. In offline training, it will leverage the datasets key of the Trainer API to specify a dataset reader input, used e.g. in Behavioral Cloning (BC). In online training, it is a wrapper around the rllib trainables making use of the parameter layering enabled by the Trainer API.	2022-04-08 17:16:42 -07:00
Sven Mika	0af100ffae	[RLlib] Fix tree.flatten dict ordering bug: flatten_space([obs_space]) should produce same struct as tree.flatten([obs]). (#22731)	2022-03-01 21:24:24 +01:00
Jun Gong	6f5afcbce9	[RLlib] Docs enhancements: Setup-dev instructions; Ray datasets integration. (#22239)	2022-02-15 09:09:24 +01:00
Jun Gong	87fe033f7b	[RLlib] Request CPU resources in Trainer.default_resource_request() if using dataset input. (#21948)	2022-02-02 10:20:37 +01:00
Balaji Veeramani	7f1bacc7dc	[CI] Format Python code with Black (#21975) ... See #21316 and #21311 for the motivation behind these changes.	2022-01-29 18:41:57 -08:00
Jun Gong	099c170ab4	[RLlib] Dataset Reader/Writer for RLlib (#21808)	2022-01-26 16:00:46 +01:00