6 commits

Author	SHA1	Message	Date
Sven Mika	7ec2223c84	[RLlib] DDPG PyTorch actor-model was missing sigmoid layer (#8188) ... Fix DDPG PyTorch (missing sigmoid layer (to squash action outputs) after deterministic action outputs).	2020-04-26 23:08:13 +02:00
Sven Mika	d0fab84e4d	[RLlib] DDPG PyTorch version. (#7953) ... The DDPG/TD3 algorithms currently do not have a PyTorch implementation. This PR adds PyTorch support for DDPG/TD3 to RLlib. This PR: - Depends on the re-factor PR for DDPG (Functional Algorithm API). - Adds learning regression tests for the PyTorch version of DDPG and a DDPG (torch) - Updates the documentation to reflect that DDPG and TD3 now support PyTorch. * Learning Pendulum-v0 on torch version (same config as tf). Wall time a little slower (~20% than tf). * Fix GPU target model problem.	2020-04-16 10:20:01 +02:00
Sven Mika	1b31c11806	[RLlib] DDPG re-factor to fit into RLlib's functional algorithm builder API. (#7934)	2020-04-09 14:04:21 -07:00
Sven Mika	1d4823c0ec	[RLlib] Add testing framework_iterator. (#7852) ... * Add testing framework_iterator. * LINT. * WIP. * Fix and LINT. * LINT fix.	2020-04-03 12:24:25 -07:00
Sven Mika	20ef4a8603	[RLlib] Cleanup/unify all test cases. (#7533)	2020-03-11 20:39:47 -07:00
Sven Mika	83e06cd30a	[RLlib] DDPG refactor and Exploration API action noise classes. (#7314) ... * WIP. * WIP. * WIP. * WIP. * WIP. * Fix * WIP. * Add TD3 quick Pendulum regresison. * Cleanup. * Fix. * LINT. * Fix. * Sort quick_learning test cases, add TD3. * Sort quick_learning test cases, add TD3. * Revert test_checkpoint_restore.py (debugging) changes. * Fix old soft_q settings in documentation and test configs. * More doc fixes. * Fix test case. * Fix test case. * Lower test load. * WIP.	2020-03-01 11:53:35 -08:00