Simon Mo
9f23affdc0
[Hotfix] Unbreak lint in master ( #24794 )
2022-05-13 15:05:05 -07:00
kourosh hakhamaneshi
ffcbb30552
[RLlib] Move from agents to algorithms - CQL, MARWIL, AlphaStar, MAML, Dreamer, MBMPO. ( #24739 )
2022-05-13 18:43:36 +02:00
Sven Mika
f243895ebb
[RLlib] Dreamer ConfigObject class. ( #24650 )
2022-05-10 16:19:42 +02:00
Amog Kamsetty
b5b48f6cc7
[RLlib] Switch Dreamer to training_iteration API. ( #24488 )
2022-05-10 08:37:34 +02:00
Sven Mika
1bc6419e0e
[RLlib] R2D2 training iteration fn AND switch off execution_plan API by default. ( #24165 )
2022-05-03 07:59:26 +02:00
Balaji Veeramani
31ed9e5d02
[CI] Replace YAPF disables with Black disables ( #21982 )
2022-02-08 16:29:25 -08:00
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
Sven Mika
b10d5533be
[RLlib] Issue 20920 (partial solution): contrib/MADDPG + pettingzoo coop-pong-v4 not working. ( #21452 )
2022-01-10 11:19:40 +01:00
Sven Mika
b4790900f5
[RLlib] Sub-class Trainer (instead of build_trainer()): All remaining classes; soft-deprecate build_trainer. ( #20725 )
2021-12-04 22:05:26 +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
Sven Mika
ed85f59194
[RLlib] Unify all RLlib Trainer.train() -> results[info][learner][policy ID][learner_stats] and add structure tests. ( #18879 )
2021-09-30 16:39:05 +02:00
Kai Fricke
bf3eaa9264
[RLlib] Dreamer fixes and reinstate Dreamer test. ( #17821 )
...
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-08-18 18:47:08 +02:00
Sven Mika
732197e23a
[RLlib] Multi-GPU for tf-DQN/PG/A2C. ( #13393 )
2021-03-08 15:41:27 +01:00
Sven Mika
daf0bef285
[RLlib] Dreamer: Fix broken import and add compilation test case. ( #13553 )
2021-01-21 16:30:26 +01:00
Sven Mika
c524f86785
[RLlib] BC/MARWIL/recurrent nets minor cleanups and bug fixes. ( #13064 )
2020-12-27 09:46:03 -05:00
Eric Liang
6b7a4dfaa0
[rllib] Forgot to pass ioctx to child json readers ( #11839 )
...
* fix ioctx
* fix
2020-11-05 22:07:57 -08:00
Michael Luo
4e9888ce2f
[RLlib] Dreamer ( #10172 )
2020-08-26 13:24:05 +02:00
