Commit graph

2196 commits

Author SHA1 Message Date
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
Eric Liang
e78562b2e8
[rllib] Misc fixes: set lr for PG, better error message for LSTM/PPO, fix multi-agent/APEX (#3697)
* fix

* update test

* better error

* compute

* eps fix

* add get_policy() api

* Update agent.py

* better err msg

* fix

* pass in rew
2019-01-06 19:37:35 -08:00
Eric Liang
03fe760616
[rllib] Model self loss isn't included in all algorithms (#3679) 2019-01-04 22:30:35 -08:00
Eric Liang
7db1f3be2a [tune] resume=False by default but print a tip to set resume="prompt" + jenkins fix (#3681) 2019-01-04 17:23:19 -08:00
Robert Nishihara
586a5c9ffa Limit default redis max memory to 10GB. (#3630)
* Limit Redis max memory to 10GB/shard by default.

* Update stress tests.

* Reorganize

* Update

* Add minimum cap size for object store and redis.

* Small test update.
2019-01-03 13:23:54 -08:00
Eric Liang
ca864faece
[rllib] Documentation for I/O API and multi-agent support / cleanup (#3650) 2019-01-03 15:15:36 +08:00
Eric Liang
47d36d7bd6
[rllib] Refactor pytorch custom model support (#3634) 2019-01-03 13:48:33 +08:00
Robert Nishihara
b6bcd18d65 Split profile table among many keys in the GCS. (#3676)
* Divide profile table among many keys in GCS.

* Fix, and remove --collect-profiling-data arg.

* Remove reference in doc.
2019-01-02 21:33:01 -08:00
Eric Liang
b8a9e3f106
[rllib] Remove uses of sgd_stepsize => lr (#3667)
* lr

* Update example-evolution-strategies.rst
2019-01-01 12:01:27 +08:00
Richard Liaw
aad3c50e2d
[tune] Cluster Fault Tolerance (#3309)
This PR introduces cluster-level fault tolerance for Tune by checkpointing global state. This occurs with relatively high frequency and allows users to easily resume experiments when the cluster crashes.

Note that this PR may affect automated workflows due to auto-prompting, but this is resolvable.
2018-12-29 11:42:25 +08:00
Robert Nishihara
5426234cd8 Update documentation to reflect 0.6.1 release. (#3622) 2018-12-24 11:10:04 -08:00
Eric Liang
9f63119a83
[rllib] Allow development without needing to compile Ray (#3623)
* wip

* lint

* wip

* wip

* rename

* wip

* Cleaner handling of cli prompt
2018-12-24 18:08:23 +09:00
Si-Yuan
a1995ff3b0 Resize logo in README. (#3619) 2018-12-23 22:59:23 -08:00
Eric Liang
ddc97864df [rllib] Add requested clarifications to test requirement of contrib docs (#3589) 2018-12-21 11:02:02 -08:00
Richard Liaw
e046a5c767
[tune] resources_per_trial from trial_resources (#3580)
Renaming variable due to user errors.
2018-12-20 19:00:47 -08:00
Eric Liang
303883a3b6 [rllib] [rfc] add contrib module and guideline for merging (#3565)
This adds guidelines for merging code into `rllib/contrib` vs `rllib/agents`. Also, clean up the agent import code to make registration easier.
2018-12-20 10:44:34 -08:00
Yuhong Guo
fb33fa9097 Enable function_descriptor in backend to replace the function_id (#3028) 2018-12-18 18:53:59 -05:00
Alexey Tumanov
3822b20319 [doc] update testing and dev instructions (#3562)
* [doc] update python testing command

* update installation/dev instructions
2018-12-18 14:45:24 -08:00
Eric Liang
db0dee573e
[rllib] Q-Mix implementation (Q-Mix, VDN, IQN, and Ape-X variants) (#3548) 2018-12-18 10:40:01 -08:00
YifengHuang
bc4aa85ea3 fix link in doc (#3567) 2018-12-18 00:10:55 -08:00
Tianming Xu
7767aba637 Note requirement cython==0.29.0 in installation instructions (#3555) 2018-12-17 20:43:47 +08:00
Chunyang Wen
5dcc333199 [sgd] Modify: add interface for model (#3458)
* Modify: add interface for model

* Modify: remove single quota and build; add metrics

* Modify: flatten into list of dict

* Update distributed_sgd.rst

* Modify: update format with scripts/format.sh

* Update sgd_worker.py
2018-12-12 21:23:25 -08:00
Richard Liaw
cc8f7db246
[docs] Improve cluster/docker docs (#3517)
- Surfaces local cluster usage
 - Increases visability of these instructions
 - Removes some docker docs (that are really out of scope for Ray
 documentation IMO)

Closes #3517.
2018-12-12 10:40:54 -08:00
Richard Liaw
e0fbb68e47
[tune] Custom Logging, Trial Name (#3465)
Adds support for custom loggers, custom trial strings, and custom sync commands. Closes #3034, #2985, and #3390.
2018-12-11 13:41:59 -08:00
Eric Liang
ce388a45cf
[rllib] Learner should not see clipped actions (#3496) 2018-12-09 21:57:11 -08:00
Philipp Moritz
87c0d24579
[sgd] Add file lock to protect compilation of sgd op (#3486)
* add file lock to protect compilation of sgd op

* lint

* update

* fix

* fix

* lint

* update

* rebase on arrow

* Update sgd_worker.py
2018-12-09 13:52:40 -08:00
Eric Liang
cffe8f9806 Add option to evict keys LRU from the sharded redis tables (#3499)
* wip

* wip

* format

* wip

* note

* lint

* fix

* flag

* typo

* raise timeout

* fix

* optional get

* fix flag

* increase timeout in test

* update docs

* format
2018-12-09 05:48:52 -08:00