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422 commits

Author SHA1 Message Date
Philipp Moritz
39eed24d47 update version from 0.7.0.dev0 to 0.7.0.dev1 (#4282) 2019-03-06 14:43:09 -08:00
Eric Liang
78ad9c4cbb Add "ray timeline" command to auto-dump Chrome trace for the current Ray instance (#4239) 2019-03-05 16:28:00 -08:00
Adi Zimmerman
4cf2c9ecb8 [tune] Doc fixes (#4207) 
Co-Authored-By: adizim <adizim@berkeley.edu>
 2019-03-05 14:11:53 -08:00
Eric Liang
6e3384a719
[rllib] Add three new long-running stress tests {APEX, IMPALA, PBT} (#4215) 2019-03-04 14:05:42 -08:00
Eric Liang
ba03048254
[rllib] TF model custom_loss() should actually allow access to full rollout data (#4220) 2019-03-02 22:57:51 -08:00
Robert Nishihara
4b89eebfc7 Move test folders under rllib/tune from test -> tests. (#4214) 2019-03-02 13:37:16 -08:00
Robert Nishihara
f21e6a2cff Update documentation regarding UI and timeline. (#4189) 2019-03-01 19:54:33 -08:00
Richard Liaw
c695402dc3
[tune] Introduce ability to turn off default logging. (#4104) 2019-02-28 17:02:41 -08:00
Ion
44afcf4fa8 [doc] Document experimental signal API. (#4019) 
* [doc] Document signal API.

* minor

* resolve conflicts
 2019-02-28 11:05:28 -08:00
Robert Nishihara
641f703879 Update installation instructions to include bazel and remove outdated… (#4171) 2019-02-26 23:07:43 -08:00
Adi Zimmerman
5cf388f29d [tune] Support RESTful API for the Web Server (#4080) 
Change the client/server API to RESTful design. This includes resource modeling, model URI's, and correct HTTP methods.
 2019-02-26 21:56:02 -08:00
justinwyang
19b8793b6a Updated test script paths in documentation (#4170) 2019-02-26 16:14:55 -08:00
Eric Liang
3896b726dd Dynamically adjust redis memory usage (#4152) 
* f

* Update services.py
 2019-02-25 16:21:37 -08:00
Eric Liang
d9da183c7d
[rllib] Custom supervised loss API (#4083) 2019-02-24 15:36:13 -08:00
Robert Nishihara
7b04ed059e Move TensorFlowVariables to ray.experimental.tf_utils. (#4145) 2019-02-24 14:26:46 -08:00
Eric Liang
05d96ce81b
[rllib] Raise an error if multi-agent envs terminate without a last observation for agents (#4139) 
* fix it

* lint

* Update rllib-training.rst
 2019-02-23 21:23:40 -08:00
Philipp Moritz
ba52caff37 Make Bazel the default build system (#3898) 2019-02-23 11:58:59 -08:00
Tianming Xu
692bb336a1 Fix master branch compilation error and lint error (#4109) 2019-02-21 11:54:30 -08:00
Eric Liang
f8bef004da
[rllib] Improve error message for bad envs, add remote env docs (#4044) 
* commit

* fix up rew
 2019-02-18 01:28:19 -08:00
Megan Kawakami
346885068c [rllib] add torch pg (#3857) 
* add torch pg

* add torch imports

* added torch pg

* working torch pg implementation

* add pg pytorch

* Update a3c.py

* Update a3c.py

* Update torch_policy_graph.py

* Update torch_policy_graph.py
 2019-02-16 19:54:14 -08:00
Hao Chen
de17443dc2
Propagate backend error to worker (#4039) 2019-02-16 11:39:15 +08:00
Robert Nishihara
5f71751891 API cleanups. Remove worker argument. Remove some deprecated arguments. (#4025) 
* Remove worker argument from API methods.

* Remove deprecated arguments and deprecate redirect_output and redirect_worker_output.

* Fix
 2019-02-15 10:49:16 -08:00
William Ma
8ee53297b1 Add documentation on how to use debug tools (#4000) 2019-02-14 13:50:21 -08:00
Philipp Moritz
077ffd99bf Bump version from 0.6.3 to 0.7.0.dev0 in docs and .yaml (#4042) 2019-02-14 12:08:48 -08:00
Eric Liang
2dccf383dd
[rllib] Basic infrastructure for off-policy estimation (IS, WIS) (#3941) 2019-02-13 16:25:05 -08:00
Hao Chen
f31a79f3f7
Implement actor checkpointing (#3839) 
* Implement Actor checkpointing

* docs

* fix

* fix

* fix

* move restore-from-checkpoint to HandleActorStateTransition

* Revert "move restore-from-checkpoint to HandleActorStateTransition"

This reverts commit 9aa4447c1e3e321f42a1d895d72f17098b72de12.

* resubmit waiting tasks when actor frontier restored

* add doc about num_actor_checkpoints_to_keep=1

* add num_actor_checkpoints_to_keep to Cython

* add checkpoint_expired api

* check if actor class is abstract

* change checkpoint_ids to long string

* implement java

* Refactor to delay actor creation publish until checkpoint is resumed

* debug, lint

* Erase from checkpoints to restore if task fails

* fix lint

* update comments

* avoid duplicated actor notification log

* fix unintended change

* add actor_id to checkpoint_expired

* small java updates

* make checkpoint info per actor

* lint

* Remove logging

* Remove old actor checkpointing Python code, move new checkpointing code to FunctionActionManager

* Replace old actor checkpointing tests

* Fix test and lint

* address comments

* consolidate kill_actor

* Remove __ray_checkpoint__

* fix non-ascii char

* Loosen test checks

* fix java

* fix sphinx-build
 2019-02-13 19:39:02 +08:00
Si-Yuan
21472b890a Integrate "tempfile_service" into "ray.node.Node" (#3953) 2019-02-12 17:34:04 -08:00
Adi Zimmerman
dac1969647 [tune] Add Nevergrad to Tune (#3985) 2019-02-12 11:00:04 -08:00
Adi Zimmerman
9797028a91 [tune] Add scikit-optimize to Tune (#3924) 2019-02-11 17:06:02 -08:00
Eric Liang
c4182463f6
[rllib] Add helper to iterate over envs in a vectorized environment (#4001) 
* add foreach env func

* fix

* add test
 2019-02-11 10:40:47 -08:00
Robert Nishihara
6a32b410bb Update versions from 0.6.2 -> 0.6.3 in the documentation. (#3981) 2019-02-07 20:57:37 -08:00
Alex LaGrassa
b0fe5af7c8 [doc] Update example-parameter-server.rst (#3773) 2019-02-05 22:00:54 -08:00
Andrew Tan
8323419a6d [tune] Add SigOpt Integration (#3844) 2019-02-03 18:23:57 -08:00
Michael Luo
1a015e420b Optimal PPO Configs (10k reward in 1 hr) + PPO grad clipping implemented (#3934) 2019-02-02 22:10:58 -08:00
Peter Schafhalter
62a0a7bdc7 [tune] Add BayesOpt (#3864) 
Adds BayesOpt as a Tune suggestion algorithm.
 2019-01-31 16:54:17 -08:00
Philipp Moritz
beb75193da Fix linting on master (#3913) 2019-01-31 01:28:45 -08:00
Rong Ou
8f6bd6cece change kubernetes examples to use Deployment (#3909) 2019-01-30 17:50:37 -08:00
Eric Liang
152375aa8a
[rllib] Add evaluation option to DQN agent (#3835) 
* add eval

* interval

* multiagent minor fix

* Update rllib.rst

* Update ddpg.py

* Update qmix.py
 2019-01-29 21:19:53 -08:00
Eric Liang
fb73cedf70
[rllib] Add examples page, add hierarchical training example, delete SC2 examples (#3815) 
* wip

* lint

* wip

* up

* wip

* update examples

* wip

* remove carla

* update

* improve envspec

* link to custom

* Update rllib-env.rst

* update

* fix

* fn

* lint

* ds

* ssd games

* desc

* fix up docs

* fix
 2019-01-29 21:06:09 -08:00
Stephanie Wang
eddd60e14e Improve backend debug logging, refactor scheduling queues (#3819) 2019-01-26 16:15:48 +08:00
Si-Yuan
48139cf861 Migrate Python C extension to Cython (#3541) 2019-01-24 09:17:14 -08:00
Eric Liang
04ec47cbd4
[rllib] annotate public vs developer vs private APIs (#3808) 2019-01-23 21:27:26 -08:00
Robert Nishihara
01e18b47f4 Direct people to stackoverflow for questions about usage. (#3830) 
* Direct people to stackoverflow for questions about usage.

* Improve wording
 2019-01-23 13:30:02 -08:00
Robert Nishihara
0b1608a546 Factor out code for starting new processes and test plasma store in valgrind. (#3824) 
* Factor out starting Ray processes.

* Detect flags through environment variables.

* Return ProcessInfo from start_ray_process.

* Print valgrind errors at exit.

* Test valgrind in travis.

* Some valgrind fixes.

* Undo raylet monitor change.

* Only test plasma store in valgrind.
 2019-01-22 14:59:11 -08:00
Michael Luo
16f7ca45e4 Appo (#3779) 
* Deleted old fork, updated new ray and moved PPO-impala to APPO in ppo folder

* Deleted unneccesary vtrace.py file

* Update pong-impala.yaml

* Cleaned PPO Code

* Update pong-impala.yaml

* Update pong-impala.yaml

* wip

* new ifle

* refactor

* add vtrace off option

* revert

* support any space

* docs

* fix comment

* remove kl

* Update cartpole-appo-vtrace.yaml
 2019-01-18 13:40:26 -08:00
Richard Liaw
0537508106 Bump strings for 0.6.2 (#3801) 2019-01-17 19:03:27 -08:00
Jones Wong
319c1340cb [rllib] Develop MARWIL (#3635) 
*  add marvil policy graph

*  fix typo

*  add offline optimizer and enable running marwil

*  fix loss function

*  add maintaining the moving average of advantage norm

*  use sync replay optimizer for unifying

*  remove offline optimizer and use sync replay optimizer

*  format by yapf

*  add imitation learning objective

*  fix according to eric's review

*  format by yapf

* revise

* add test data

* marwil
 2019-01-16 19:00:43 -08:00
Eric Liang
401e656b95 [rllib] Sync filters at end of iteration not start; hierarchical docs (#3769) 2019-01-15 16:25:25 -08:00
jhpenger
3adffe6a4e [docs] Add example showing how to use Ray on Kubernetes. (#3126) 
Closes #1353.
 2019-01-13 13:56:47 -08:00
Robert Nishihara
1480f309c3 [doc] Replace runtest.py with mini_test.py in documentation. (#3750) 
Rename `xray_test.py` to `mini_test.py` and use that in the documentation. Right now we suggest that people run `runtest.py`, but that often doesn't succeed and takes too long.
 2019-01-12 14:05:28 -08:00