Sven Mika
dab241dcc6
[RLlib] Fix inconsistency wrt batch size in SampleCollector (traj. view API). Makes DD-PPO work with traj. view API. ( #12063 )
2020-11-19 19:01:14 +01:00
Sven Mika
62c7ab5182
[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). ( #11747 )
2020-11-12 16:27:34 +01:00
Philsik Chang
ede9347127
[rllib] Add torch_distributed_backend flag for DDPPO ( #11362 ) ( #11425 )
2020-10-21 18:30:42 -07:00
Sven Mika
36bda8432b
[RLlib] Trajectory view API: Simple List Collector (on by default for PPO); LSTM-agnostic ( #11056 )
2020-10-01 16:57:10 +02:00
Sven Mika
805dad3bc4
[RLlib] SAC algo cleanup. ( #10825 )
2020-09-20 11:27:02 +02:00
Sven Mika
ef18893fb5
[RLlib] PPO, APPO, and DD-PPO code cleanup. ( #10420 )
2020-09-02 14:03:01 +02:00
Sven Mika
d14b501692
[RLlib] First attempt at cleaning up algo code in RLlib: PG. ( #10115 )
2020-08-20 17:05:57 +02:00
Chua Cheow Huan
ea51e94729
[rllib] Learning rate schedule for DDPPO. ( #10006 )
...
* Get shared metrics, increment counter & set global vars for remote workers.
* Add unit test to test lr_schedule for DDPPO.
* Broadcast the local set of global vars to remote workers instead of independently setting the global vars on each rollout worker.
2020-08-15 00:51:45 -07:00
Sven Mika
2746fc0476
[RLlib] Auto-framework, retire use_pytorch in favor of framework=... ( #8520 )
2020-05-27 16:19:13 +02:00
Eric Liang
9a83908c46
[rllib] Deprecate policy optimizers ( #8345 )
2020-05-21 10:16:18 -07:00
Eric Liang
9d012626e5
[rllib] Distributed exec workflow for impala ( #8321 )
2020-05-11 20:24:43 -07:00
Eric Liang
baadbdf8d4
[rllib] Execute PPO using training workflow ( #8206 )
...
* wip
* add kl
* kl
* works now
* doc update
* reorg
* add ddppo
* add stats
* fix fetch
* comment
* fix learner stat regression
* test fixes
* fix test
2020-04-30 01:18:09 -07:00
Eric Liang
dd70720578
[rllib] Rename sample_batch_size => rollout_fragment_length ( #7503 )
...
* bulk rename
* deprecation warn
* update doc
* update fig
* line length
* rename
* make pytest comptaible
* fix test
* fi sys
* rename
* wip
* fix more
* lint
* update svg
* comments
* lint
* fix use of batch steps
2020-03-14 12:05:04 -07:00
Eric Liang
026f6884b5
[rllib] Add Decentralized DDPPO trainer and documentation ( #7088 )
2020-02-10 15:28:27 -08:00
