17 commits

Author	SHA1	Message	Date
gehring	b40869d0e4	Wrapper for the dm_env interface (#6468)	2019-12-26 13:22:17 -08:00
Ameer Haj Ali	71316fa8d0	wrap models with DistributionalQModel when running DQN (#6258) ... * wrap models with DistributionalQModel when running DQN * wrap only for tensorflow models * Update custom_keras_model.py	2019-11-25 00:11:24 -08:00
Philipp Moritz	fc655acfee	Fix linting on master branch (#6174)	2019-11-16 10:02:58 -08:00
waldroje	e4c0843f60	Allow EntropyCoeffSchedule to accept custom schedule (#6158) ... * modify tf_policy to enable EntropyCoeffSchedule to handle list, and avoid negative values under current implementation * Update custom_metrics_and_callbacks.py * Update tf_policy.py	2019-11-14 00:45:43 -08:00
Stefan Otte	d70abcfd70	Fix typo in examples/centralized_critic.py (#5943) ... `opp_ops` should be `opp_obs`.	2019-10-17 08:42:50 -07:00
Matthew A. Wright	4aa06918ae	Qmix on gpu and with non-stacked-obs environment state support (#5751)	2019-10-08 13:18:07 -07:00
Eric Liang	04e997fe0d	Fix TF2 / rllib test (#5846)	2019-10-07 14:25:16 -07:00
gehring	8903bcd0c3	[rllib] Tracing for eager tensorflow policies with tf.function (#5705) ... * Added tracing of eager policies with `tf.function` * lint * add config option * add docs * wip * tracing now works with a3c * typo * none * file doc * returns * syntax error * syntax error	2019-09-17 01:44:20 -07:00
Eric Liang	bc6a95deb0	[rllib] Eager execution for centralized critic example, fix simple optimizer for multiagent (#5683)	2019-09-11 12:15:34 -07:00
Eric Liang	daf38c8723	[tune] Deprecate tune.function (#5601) ... * remove tune function * remove examples * Update tune-usage.rst	2019-08-31 16:00:10 -07:00
gehring	b520f6141e	[rllib] Adds eager support with a generic TFEagerPolicy class (#5436)	2019-08-23 14:21:11 +08:00
jon-chuang	658e002cdf	[rllib] Add autoregressive KL (#5469)	2019-08-19 14:34:50 +08:00
Eric Liang	a1d2e17623	[rllib] Autoregressive action distributions (#5304)	2019-08-10 14:05:12 -07:00
Eric Liang	592f313210	[rllib] Centralized critic / PPO example on TwoStepGame (#5392)	2019-08-08 14:03:28 -07:00
Wonseok Jeon	281829e712	MADDPG implementation in RLlib (#5348)	2019-08-06 16:22:06 -07:00
Matthew A. Wright	e3c9f7e83a	Custom action distributions (#5164) ... * custom action dist wip * Test case for custom action dist * ActionDistribution.get_parameter_shape_for_action_space pattern * Edit exception message to also suggest using a custom action distribution * Clean up ModelCatalog.get_action_dist * Pass model config to ActionDistribution constructors * Update custom action distribution test case * Name fix * Autoformatter * parameter shape static methods for torch distributions * Fix docstring * Generalize fake array for graph initialization * Fix action dist constructors * Correct parameter shape static methods for multicategorical and gaussian * Make suggested changes to custom action dist's * Correct instances of not passing model config to action dist * Autoformatter * fix tuple distribution constructor * bugfix	2019-08-06 11:13:16 -07:00
Eric Liang	5d7afe8092	[rllib] Try moving RLlib to top level dir (#5324)	2019-08-05 23:25:49 -07:00