5 commits

Author	SHA1	Message	Date
Eric Liang	9ea57c2a93	[rllib] Basic IMPALA implementation (using deepmind's reference vtrace.py) (#2504) ... Rename AsyncSamplesOptimizer -> AsyncReplayOptimizer Add AsyncSamplesOptimizer that implements the IMPALA architecture integrate V-trace with a3c policy graph audit V-trace integration benchmark compare vs A3C and with V-trace on/off PongNoFrameskip-v4 on IMPALA scaling from 16 to 128 workers, solving Pong in <10 min. For reference, solving this env takes ~40 minutes for Ape-X and several hours for A3C.	2018-08-01 20:53:53 -07:00
Eric Liang	f012e597c2	[rllib] Basic port of baselines/deepq to rllib (#709) ... * rllib v0 * fix imports * lint * comments * update docs * a3c wip * a3c wip * report stats * update doc * add common logdir attr * name is too long * fix small bug * propagate exception on error * fetch metrics * initial port * fix lint * add right license * port to common alg format * fix lint * rename dqn * add imports from future * fix lint	2017-07-07 18:37:00 +00:00
Robert Nishihara	d56c1a0b9c	Change license to Apache 2 (#20)	2016-11-01 23:19:06 -07:00
Robert Nishihara	9d7e417b9c	switching to BSD (#90)	2016-06-06 12:07:36 -07:00
Philipp Moritz	3655dfbc23	Initial commit	2016-02-07 14:18:40 -08:00