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3 Commits
Author SHA1 Message Date
Eric LiangandGitHub f7ec292360 [rllib] Support agent.get_action in multiagent (#2543) 
* support get action on policy id

* comment

* grammar fixes

* Update rllib-algorithms.rst
 2018-08-02 13:35:53 -07:00
Eric LiangandGitHub 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 LiangandGitHub 8aa56c12e6 [rllib] Document "v2" APIs (#2316) 
* re

* wip

* wip

* a3c working

* torch support

* pg works

* lint

* rm v2

* consumer id

* clean up pg

* clean up more

* fix python 2.7

* tf session management

* docs

* dqn wip

* fix compile

* dqn

* apex runs

* up

* impotrs

* ddpg

* quotes

* fix tests

* fix last r

* fix tests

* lint

* pass checkpoint restore

* kwar

* nits

* policy graph

* fix yapf

* com

* class

* pyt

* vectorization

* update

* test cpe

* unit test

* fix ddpg2

* changes

* wip

* args

* faster test

* common

* fix

* add alg option

* batch mode and policy serving

* multi serving test

* todo

* wip

* serving test

* doc async env

* num envs

* comments

* thread

* remove init hook

* update

* fix ppo

* comments1

* fix

* updates

* add jenkins tests

* fix

* fix pytorch

* fix

* fixes

* fix a3c policy

* fix squeeze

* fix trunc on apex

* fix squeezing for real

* update

* remove horizon test for now

* multiagent wip

* update

* fix race condition

* fix ma

* t

* doc

* st

* wip

* example

* wip

* working

* cartpole

* wip

* batch wip

* fix bug

* make other_batches None default

* working

* debug

* nit

* warn

* comments

* fix ppo

* fix obs filter

* update

* wip

* tf

* update

* fix

* cleanup

* cleanup

* spacing

* model

* fix

* dqn

* fix ddpg

* doc

* keep names

* update

* fix

* com

* docs

* clarify model outputs

* Update torch_policy_graph.py

* fix obs filter

* pass thru worker index

* fix

* rename

* vlad torch comments

* fix log action

* debug name

* fix lstm

* remove unused ddpg net

* remove conv net

* revert lstm

* wip

* wip

* cast

* wip

* works

* fix a3c

* works

* lstm util test

* doc

* clean up

* update

* fix lstm check

* move to end

* fix sphinx

* fix cmd

* remove bad doc

* envs

* vec

* doc prep

* models

* rl

* alg

* up

* clarify

* copy

* async sa

* fix

* comments

* fix a3c conf

* tune lstm

* fix reshape

* fix

* back to 16

* tuned a3c update

* update

* tuned

* optional

* merge

* wip

* fix up

* move pg class

* rename env

* wip

* update

* tip

* alg

* readme

* fix catalog

* readme

* doc

* context

* remove prep

* comma

* add env

* link to paper

* paper

* update

* rnn

* update

* wip

* clean up ev creation

* fix

* fix

* fix

* fix lint

* up

* no comma

* ma

* Update run_multi_node_tests.sh

* fix

* sphinx is stupid

* sphinx is stupid

* clarify torch graph

* no horizon

* fix config

* sb

* Update test_optimizers.py
 2018-07-01 00:05:08 -07:00