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
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tests	[RLlib] Fix failing test cases: Soft-deprecate ModelV2.from_batch (in favor of ModelV2.__call__). (#19693)	2021-10-25 15:00:00 +02:00
__init__.py	[RLlib] Behavioral Cloning (from MARWIL). (#10619)	2020-09-09 17:33:21 +02:00
bc.py	[RLlib] DDPG/TD3 + A3C/A2C + MARWIL/BC Annotation/Comments/Code Cleanup (#14707)	2021-05-19 16:32:29 +02:00
marwil.py	[RLlib] Unify the way we create local replay buffer for all agents (#19627)	2021-10-26 20:56:02 +02:00
marwil_tf_policy.py	[RLlib] Fix failing test cases: Soft-deprecate ModelV2.from_batch (in favor of ModelV2.__call__). (#19693)	2021-10-25 15:00:00 +02:00
marwil_torch_policy.py	[RLlib] Fix failing test cases: Soft-deprecate ModelV2.from_batch (in favor of ModelV2.__call__). (#19693)	2021-10-25 15:00:00 +02:00