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1294 commits

Author SHA1 Message Date
Eric Liang
9896df7799
[rllib] Guard against PPO value function not training with RNN models (#4037) 
* better lstm settings

* 1.0

* docs

* warn on truncate

* clarify

* Update ppo_policy_graph.py

* Update ppo_policy_graph.py

* Update ppo_policy_graph.py
 2019-02-22 11:18:51 -08:00
Zachary Barry
ae4dd1db76 Custom provider_config options for NodeProvider implementations (#4075) 
* added a key to send custom provider_config options to NodeProvider implementations

* Update autoscaler.py

* Update autoscaler.py
 2019-02-21 21:09:22 -08:00
Stefan Pantic
a54386e499 Added custom LSTM detection (#4087) 
* Added autodetection of custom LSTM usage

* Reverted line separators

* Added check for LSTM

* Update vtrace_policy_graph.py

* Update appo_policy_graph.py
 2019-02-21 21:07:48 -08:00
William Ma
fedad488d8 Kills gdb processes with ray stop (#4046) 2019-02-21 11:28:26 -08:00
William Ma
c7a4c74f55 Moving tests from test/ to python/ray/tests/ (#3950) 2019-02-21 11:09:08 -08:00
Jones Wong
acbe0b4e5f Fix twin q bug (#4108) 2019-02-21 10:47:01 -08:00
Tianming Xu
94eaaed197 [rllib]convert export format to lower case while validating (#4088) 
* convert export format to lower case while validating

* fix lint error
 2019-02-21 10:40:28 -08:00
Daniel Edgecumbe
2e30f7ba38 Add a web dashboard for monitoring node resource usage (#4066) 2019-02-21 00:10:04 -08:00
Jones Wong
3ac8fd7ee8 Exploration with Parameter Space Noise (#4048) 
*  enable parameter space noise for exploration

*  enable parameter space noise for exploration

*  yapf formatted

*  remove the usage of scipy softmax avialable in the latest version only

*  enable subclass that has no parameter_noise in the config

*  run user specified callbacks and test parameter space noise in multi node setting

*  formatted by yapf

* Update dqn.py

* lint
 2019-02-20 22:35:18 -08:00
Philipp Moritz
bcd5af78c7 Lint Cython files (#4097) 2019-02-20 22:29:25 -08:00
Richard Liaw
acf4d53b55
[autoscaler] Fix redirects, fix submit (#4085) 2019-02-20 21:35:33 -08:00
Yuhong Guo
3549cd8195
Add the Delete function in GCS (#4081) 
* Add the Delete function in GCS

* Unify BatchDelete and Delete

* Fix comment

* Lint

* Refine according to comments

* Unify test.

* Address comment

* C++ lint

* Update ray_redis_module.cc
 2019-02-21 13:33:37 +08:00
Yuhong Guo
1f864a02bc Add option of load_code_from_local which is required in cross-language ray call. (#3675) 2019-02-21 12:37:17 +08:00
Eric Liang
e3066d1fa5
[autoscaler] Try making GCP node provider thread-safe 2019-02-20 16:35:20 -08:00
Csordás Róbert
b2677fabc0 [tune] Fix not saving a checkpoint in certain cases (issue #4041) (#4053) 
## What do these changes do?

It saves checkpoint if needed regardless of what the scheduler have returned. Until now, it have not saved the checkpoint when scheduler returned TrialScheduler.PAUSE, which caused PopulationBasedTraining preventing to save any checkpoints in certain cases. See issue #4041 for more details.

## Related issue number
#4041
 2019-02-20 11:54:28 -08:00
mika
64c95aea85 [rllib] Update README.md for qmix (#4101) 
## What do these changes do?

Fixed PyMARL repository path.

## Related issue number

N/A
 2019-02-20 10:21:08 -08:00
Robert Nishihara
e7651b1117 Fix excessive buffering of worker stdout/stderr. (#4094) 
* Start workers with 'python -u' to prevent buffering of prints.

* Set sys.stdout and sys.stderr.

* Add comment.
 2019-02-19 20:20:47 -08:00
Eric Liang
e9ee38ace2 More compact format for worker logs (#4092) 2019-02-19 19:53:43 -08:00
Robert Nishihara
c92a867c8b Fix log monitor CPU utilization. (#4091) 2019-02-19 12:19:21 -08:00
Wang Qing
794a093249 Add runtime_context to get some runtime fields in worker (#4065) 2019-02-19 15:57:30 +08:00
Wang Qing
7574757391 Fix crash for Java task's task.argument() in state. (#4063) 2019-02-19 12:46:07 +08:00
Philipp Moritz
cfc7e2c5a9 Fix modin test (#4069) 2019-02-18 12:17:36 -08:00
Eric Liang
6e46d75554
[tune] Remove slow gzip of checkpoints; ignore jupyter stop errors (#4076) 
* fix gzip

* ignore jupyter
 2019-02-18 01:30:13 -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
Philipp Moritz
f51969964d Fix linting on master (#4077) 2019-02-17 13:55:40 -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
Zekun Shi
a708ab66f5 Add simplex action space and dirichlet action distribution (#4070) 
* add simplex action space and dirichlet action distribution

* Update and rename spaces.py to extra_spaces.py

* Update __init__.py

* Update catalog.py

* Fix python 2

* Update extra_spaces.py

* change Simplex.contains() to return False
 2019-02-16 12:44:59 -08:00
Kristian Hartikainen
0cc5c88075 [tune] Add number of trials to the trial runner logger (#4068) 2019-02-16 01:12:59 -08:00
Yu Kobayashi
d2d66c576e Support non ascii characters in the source code (#4047) 2019-02-16 11:45:44 +08:00
Hao Chen
de17443dc2
Propagate backend error to worker (#4039) 2019-02-16 11:39:15 +08:00
Robert Nishihara
2d07df7f3f Replace '__main__' with "__main__". (#4055) 2019-02-15 13:32:43 -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
Hao Chen
042ad84573
Simplify Cython ID types and fix bug of ActorCheckpointID (#4045) 2019-02-15 20:15:16 +08:00
Richard Liaw
bb7c4ce9c4
[tune] Improve error message when Ray crashes (#3795) 2019-02-15 01:04:17 -08:00
Richard Liaw
7cf62a10cd
[tune] Fix TF checkpointing example (#4043) 
Closes #3912, closes #3963.
 2019-02-15 00:30:27 -08:00
Eric Liang
0c0bd4d41c
[rllib] Use model.value_function() in MARWIL (#4036) 
* fix marwil

* add ph

* fix
 2019-02-14 19:35:21 -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
Si-Yuan
2de31eb489 minor fix (#4040) 2019-02-13 17:22:45 -08:00
Eric Liang
2dccf383dd
[rllib] Basic infrastructure for off-policy estimation (IS, WIS) (#3941) 2019-02-13 16:25:05 -08:00
Kristian Hartikainen
729d0b2825 [autoscaler] docker run options (#3921) 
Adds support for docker options, allowing for use of nvidia-docker.

Closes #2657.
 2019-02-13 12:26:28 -08:00
bjg2
0e37ac6d1d [wingman -> rllib] Remote and entangled environments (#3968) 
* added all our environment changes

* fixed merge request comments and remote env

* fixed remote check

* moved remote_worker_envs to correct config section

* lint

* auto wrap impl

* fix

* fixed the tests
 2019-02-13 10:08:26 -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
Andrew Tan
57dcd3033e [tune] Trial reporter fix (#3951) 
Fixes #3949.
 2019-02-13 01:03:54 -08:00
William Ma
e1a479b137 Add teardown_module to test_queue.py (#4012) 2019-02-12 22:43:09 -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
Wang Qing
c523bc04ad Enable redis password in Java worker (#3943) 
* Support Java redis password

* Fix

* Refine

* Fix lint.
 2019-02-12 13:11:25 +08:00
Adi Zimmerman
9797028a91 [tune] Add scikit-optimize to Tune (#3924) 2019-02-11 17:06:02 -08:00
Eric Liang
8df772867c
[rllib] rename compute_apply to learn_on_batch 2019-02-11 15:22:15 -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