Redis-Py Deprecation Warnings P3 bug good first issue

#8257 opened Apr 30, 2020 by simon-mo

4

[ui] More metadata for the task timeline P3 enhancement good first issue

#8050 opened Apr 16, 2020 by stephanie-wang

Support TPUs across all of Ray P2 enhancement good first issue

#8260 opened Apr 30, 2020 by richardliaw

3

The remote_function.options is not documented. P3 good first issue

#6699 opened Jan 5, 2020 by robertnishihara

1

Don't run Java or sanitizer tests when only Python changes. P3 good first issue

#6992 opened Jan 31, 2020 by robertnishihara

[rllib] Figure out why DDPG refactor caused exploding Q values, undo revert P3 good first issue rllib

#5639 opened Sep 5, 2019 by ericl

3

[tune] SearchAlg, Schedulers should support string indexing good first issue tune

#4814 opened May 17, 2019 by richardliaw

3

Add ut for `node.py` good first issue

#4828 opened May 21, 2019 by jovany-wang

2

__module__ can be None P3 good first issue

#4758 opened May 10, 2019 by simon-mo

3

[autoscaler] Docker container out-of-date autoscaler enhancement good first issue

#4574 opened Apr 7, 2019 by richardliaw

[autoscaler] Add tests that mock endpoints for AWS, GCE P3 autoscaler good first issue

#4303 opened Mar 8, 2019 by richardliaw

1

[tune] Implement Prioritization for Trials good first issue tune

#4443 opened Mar 21, 2019 by richardliaw

[docs] Development and Contribution pages are very out of date P2 bug

#8308 opened May 4, 2020 by richardliaw

[autoscaler] `ray attach CLUSTER.YAML --docker` autoscaler good first issue

#4599 opened Apr 11, 2019 by richardliaw

4

[tune] Add ASHA (promotion-based scheduler) P3 enhancement good first issue tune

#4401 opened Mar 18, 2019 by guntherglenk

9

[docs] Issue on `rllib-env.rst`

#7917 opened Apr 7, 2020 by ceteri

1

[docs] Issue on `profiling.rst`

#7735 opened Mar 25, 2020 by simon-mo

[docs][autoscaler] additional dependencies needs to be mentioned to build your own autoscaler image autoscaler bug

#8235 opened Apr 29, 2020 by yxue-kabam

2

[docs] Issue on `serialization.rst`

#8132 opened Apr 22, 2020 by robertnishihara

[docs] Clarify that in K8s the jobs need to be launched from the workers P2 enhancement

#7188 opened Feb 16, 2020 by holdenk

[rllib] Should report all losses in metrics P3 bug good first issue rllib

#3495 opened Dec 7, 2018 by ericl

4

[tune][docs] Search Algorithm Example w/ HyperOpt isn't better than random search bug

#7907 opened Apr 6, 2020 by jonmorton

1

[tune] Support nesting grid_search in lambdas enhancement good first issue tune

#3466 opened Dec 4, 2018 by gehring

4

[docs] Issue on `rllib.rst` rllib

#7345 opened Feb 27, 2020 by ceteri

Documentation for connecting to ray cluster could be improved P3 bug

#7186 opened Feb 16, 2020 by holdenk

Docs on Cython extensions and install requirements P3 question

#7094 opened Feb 8, 2020 by jakirkham

[docs] If the worker dies with state during a process, there is no recovery P3 enhancement

#7189 opened Feb 16, 2020 by holdenk

[docs] Issue on `rllib-training.rst` rllib

#6105 opened Nov 7, 2019 by kivo360

Chrome tracing task timeline visualization incorrect when multiple nodes are simulated on a single node. bug good first issue

#3254 opened Nov 6, 2018 by robertnishihara

[docs] Issue on `rllib-training.rst` rllib

#6371 opened Dec 5, 2019 by deepaksharma36

[autoscaler] Support Environment Variables and Conda Environments P3 autoscaler good first issue

#2845 opened Sep 8, 2018 by richardliaw

1

[rllib] BUILD shouldn't have "enormous" tests P2 bug rllib

#8318 opened May 4, 2020 by ericl

1

[rllib] Implement R2D2: Recurrent Experience Replay in Distributed Reinforcement Learning P3 good first issue rllib

#3148 opened Oct 27, 2018 by ericl

8

[rllib] ARS MeanStdFilter absent when restores good first issue rllib

#2849 opened Sep 9, 2018 by whikwon

9

[rllib] Ape-X / IMPALA support for multi-agent good first issue rllib

#2743 opened Aug 24, 2018 by ericl

1

[tune/rllib] Better Usability for restoring from last checkpoint enhancement rllib tune

#7927 opened Apr 7, 2020 by richardliaw

1

[docs] Adopt a cleaner layout for the docs

#6348 opened Dec 4, 2019 by deanwampler

Need Documentation on Using a remote Cluster question

#8054 opened Apr 16, 2020 by eaparnell

4

Package reference should include task & actor APIs P3 enhancement

#6566 opened Dec 21, 2019 by edoakes

2

[rllib] Episode user data not reset for soft horizon bug

#8169 opened Apr 24, 2020 by vivecalindahlericsson

[rllib] More informative Exception for algorithms not using RNN enhancement

#8213 opened Apr 28, 2020 by ncarrara

[docs] Issue on `deploying-on-slurm.rst`

#6289 opened Nov 26, 2019 by lemairecarl

5

[rllib] Evolution Strategies / ARS should support multi-agent P3 good first issue rllib

#2444 opened Jul 20, 2018 by ericl

3

[docs] Issue on `tune-schedulers.rst` tune

#6063 opened Nov 1, 2019 by ajayaraman

1

[tune] Rewrite Search Algorithms Documentation tune

#5876 opened Oct 9, 2019 by richardliaw

[tune] Support passing in a list of parameter grids enhancement tune

#8171 opened Apr 24, 2020 by anthonyhsyu

[rllib] Custom environment observations always have the dtype float32 bug

#7946 opened Apr 9, 2020 by internetcoffeephone

1

[RLlib] & [Tune] Tensorboard No Longer Works in Ray 0.8.4 bug tune

#8007 opened Apr 13, 2020 by josjo80

1

[LICENSE] Missing Apache 2.0 LICENSE header in most of source files P3 enhancement question

#7484 opened Mar 6, 2020 by TisonKun

Do not suggest calling __ray_terminate__ directly P3 enhancement

#7382 opened Feb 29, 2020 by mitar

1

[rllib] IMPALA: FloatingPointError: invalid value encountered in double_scalars bug rllib

#7910 opened Apr 6, 2020 by devinbarry

[tests] Github actions should not use wheel bug

#8055 opened Apr 16, 2020 by richardliaw

5

[rllib] modifying columns with the "on_postprocess_traj" may have no effect. bug

#7866 opened Apr 2, 2020 by t-roloft

2

[Java] Redirect the log of Java workers in RunManager. bug

#8094 opened Apr 20, 2020 by jovany-wang

[tune] Mlflow example does not track loss to mlflow. bug tune

#7677 opened Mar 20, 2020 by brechtmann

4

[tune] adjusting custom trial names question tune

#6953 opened Jan 29, 2020 by ninafiona

3

[rllib] "on_episode_step" should be able to set "all_done" to True rllib

#6117 opened Nov 8, 2019 by pengzhenghao

[tune] Convert "Tutorial" to walkthrough enhancement tune

#6464 opened Dec 12, 2019 by richardliaw

[rllib] validate_config should take effect earilier enhancement

#7998 opened Apr 13, 2020 by pengzhenghao

[rllib] PPO, Actor-Critic, where are models? P3 question rllib

#7571 opened Mar 11, 2020 by Degiorgio

1

[dashboard] Don't show idle workers in the dashboard P2 enhancement

#6954 opened Jan 29, 2020 by edoakes

1

Incorrect unreconstructable error message and raise different exception.

#7804 opened Mar 30, 2020 by robertnishihara

[rllib] "use_lstm" for DQN rllib

#6078 opened Nov 4, 2019 by asylin2018

ray + jupyterhub on Kubernetes P3 question

#7123 opened Feb 11, 2020 by bodikp

1

[Tests] Format script does not error when libraries are not installed P3 bug

#6934 opened Jan 27, 2020 by amogkam

2

RLlib: stop condition not met bug rllib

#6627 opened Dec 29, 2019 by AmeerHajAli

2

Give a better error message when starting ray on a machine with little memory

#6172 opened Nov 16, 2019 by edoakes

[rllib][Question] Model export for TF 2 in eager mode question

#7674 opened Mar 20, 2020 by GoingMyWay

Port serve and async tests to bazel too

#6261 opened Nov 25, 2019 by ericl

[autoscaler] docker `container_name` errors in yml file P3 autoscaler question

#7109 opened Feb 10, 2020 by preeth1

3

[rllib] Catalog should not have dicts as default args good first issue rllib

#2063 opened May 15, 2018 by richardliaw

[RLlib] Problematic usage of "iteration" enhancement rllib

#6893 opened Jan 23, 2020 by justinkterry

6

[scheduling] Default actor lifetime resources (0 CPUs) cause cluster not to be saturated P3 enhancement

#6814 opened Jan 17, 2020 by edoakes

1

ray.init with huge_pages=True should raise an exception if the plasma_directory does not exist. P3 good first issue

#1922 opened Apr 18, 2018 by robertnishihara

[docs] Multi GPU not supported for Keras Models? question

#4988 opened Jun 15, 2019 by bionicles

2

[tune] Log Tune actions into experiment directory tune

#5925 opened Oct 16, 2019 by richardliaw

[tune] Unexpected num_samples and trial execution (setting of self.config) behavior tune

#6144 opened Nov 12, 2019 by andrewv99

6

return type documentation for `build_tf_policy` is ambiguous

#5200 opened Jul 15, 2019 by billyzs

3

ray.wait's num_returns should not fail if num_returns > len(results) P3 enhancement

#6667 opened Jan 2, 2020 by idantene

4

rllib: TorchModelV2 and torch.nn.Module have conflicting __call__ methods rllib

#5922 opened Oct 15, 2019 by mawright

2

Create test_requirements.txt to assist new developers wanting to run the tests

#5456 opened Aug 14, 2019 by devin-petersohn

1

Error in example notebook - examples/map_reduce.ipynb

#4923 opened Jun 3, 2019 by dazzag24

1

ValueError: Unexpected config key when running example-full.yaml

#6327 opened Dec 2, 2019 by shreyaspotnis

2

[tune] [serve] Don't use daemon threads enhancement tune

#6421 opened Dec 10, 2019 by edoakes

Missleading information in doc and tutorial related to GPU usage question

#4587 opened Apr 9, 2019 by PgLoLo

1

[tune] Overlapping logs across multiple runs tune

#6391 opened Dec 7, 2019 by hhbyyh

3

[ray] numpy arrays become read-only, and no copy on write (after ray.get())

#5592 opened Aug 30, 2019 by seb314

6

[rllib]How to load the pre-trained PPO model with a lower overhead? question rllib

#6656 opened Jan 1, 2020 by xudongliao

2

Give better error messages when inheriting from actor

#5518 opened Aug 23, 2019 by pcmoritz

2

Improve MessageWrapper interface

#6120 opened Nov 8, 2019 by stephanie-wang

2

[Tune] TuneError: Insufficient resources - no GPU detected on Nvidia Jetson tune

#5744 opened Sep 20, 2019 by marsbars33

3

[tune?] Error message when cleaning the worker tune

#6239 opened Nov 22, 2019 by hhbyyh

Code coverage tracker P3 enhancement

#5473 opened Aug 18, 2019 by edoakes

Give better error message if plasma client raises a SIGBUS signal

#5543 opened Aug 26, 2019 by pcmoritz

Unclear how to suppress "Possible unhandled error from worker"

#5240 opened Jul 21, 2019 by mitar

13

[rllib] Replace result/info/config dict with dedicated classes rllib

#4779 opened May 13, 2019 by FedericoFontana

2

Improve error messages for serializing/deserializing remote functions and actor classes.

#5618 opened Sep 2, 2019 by robertnishihara

Cant import ray on GCP due to pyarrow

#5497 opened Aug 21, 2019 by ghost

5

[rllib] PPO Continuous Control with LSTM: ValueError: Variable default_policy/log_std already exists rllib

#4962 opened Jun 11, 2019 by pethor

1

[tune,autoscaler] Autoscaler's resource usage doesn't match Tune's resource usage autoscaler tune

#5262 opened Jul 24, 2019 by hartikainen

3

Instructions in installation.rst to build ray from source do not work

#4550 opened Apr 3, 2019 by FedericoFontana

3

[rllib] DDPG training of tuned examples episode mean rewards decrease suddenly regression rllib

#5638 opened Sep 5, 2019 by karim174

1

[projects] Autogenerate dependencies

#5487 opened Aug 20, 2019 by pcmoritz

Function definition collision for functions with duplicate names and bodies

#5493 opened Aug 21, 2019 by pcmoritz

1

Document in RLlib compatibility matrix which algorithms support data ingest rllib

#3485 opened Dec 6, 2018 by mitar

1

[rllib] Add algorithms for imitation learning and hierarchical RL rllib

#5455 opened Aug 14, 2019 by jon-chuang

5

[tune] Simplify and document semantics of auto-filled logging fields tune

#4419 opened Mar 19, 2019 by gehring

2

[rllib] DDPG Custom Models P3 rllib

#4827 opened May 21, 2019 by bbalaji-ucsd

[rllib]`batch_mode` is forced to be set to "truncate_episodes" in APPO Trainer rllib

#5065 opened Jun 29, 2019 by dustinul6

[rllib] NameError: global name 'ray' is not defined rllib

#4707 opened Apr 27, 2019 by karim174

1

Feature request: logging across raylets

#4539 opened Apr 2, 2019 by phuicy

2

[autoscaler] GCP cluster start hangs on `uptime` command autoscaler bug regression

#4679 opened Apr 21, 2019 by hartikainen

3

[autoscaler] automatically rsync on exec? autoscaler

#5177 opened Jul 11, 2019 by richardliaw

1

[rllib] Example of LSTM model with variable length action space rllib

#5148 opened Jul 9, 2019 by josjo80

2

[tune] tf.summary.FileWriter extensibility for custom TensorBoard metrics tune

#4762 opened May 10, 2019 by FedericoFontana

13

[rllib] misleading sample_batch_size and train_batch_size in Multi-agent scenario. rllib

#4628 opened Apr 14, 2019 by pengzhenghao

2

KeyError: 'weights' in RLlib using async_replay_optimizer question rllib

#4730 opened May 2, 2019 by zhan0903

4

[tune] Add scheduling throughput test tune

#4370 opened Mar 14, 2019 by ericl

[rllib] IMPALA on Atlantis Min, Max and Mean Stay Constant question rllib

#4460 opened Mar 22, 2019 by jincongho

6

Fix the autoscaler command for printing ray logs autoscaler

#4737 opened May 2, 2019 by suquark

Refine logs to resolve issues more easily

#4774 opened May 11, 2019 by jovany-wang

3

Python Worker class should have proper constructor and destructor. P3 enhancement

#3961 opened Feb 6, 2019 by robertnishihara

Remove warning if 'setproctitle' is not installed

#4137 opened Feb 23, 2019 by pcmoritz

5

[rllib] IMPALA implementation drops one experience per unroll bug rllib

#3841 opened Jan 24, 2019 by bjg2

8

[rllib] Reward Shaping - Best Practices question rllib

#4223 opened Mar 2, 2019 by dmadeka

3

More informative error message when OOM

#4576 opened Apr 7, 2019 by vitchyr

5

Actor not printing when launched in jupyter

#3692 opened Jan 4, 2019 by zifeo

3

[rllib] Callbacks for better custom metrics rllib

#3459 opened Dec 3, 2018 by llan-ml

2

[rllib] Handle hybrid (parameterized) action space like HFO rllib

#3869 opened Jan 26, 2019 by joneswong

Unclear how to configure huge tables and how it interacts with --object-store-memory question

#2644 opened Aug 13, 2018 by mitar

4

[rllib] LSTM mit PPO action ouput and value function etc. rllib

#3799 opened Jan 17, 2019 by aGiant

2

Methods on actors inherited from built-in classes are not visible P3 bug good first issue

#278 opened Feb 15, 2017 by rshin

1

[rllib] ARS nan value in `EvalEpRewMean` question rllib

#2839 opened Sep 7, 2018 by whikwon

12

More detailed Java installation instructions. P2 enhancement java

#2144 opened May 26, 2018 by robertnishihara

8

Backend timing statements should be made type safe.

#3341 opened Nov 16, 2018 by robertnishihara

Add test for numpy array alignment. P3

#2937 opened Sep 24, 2018 by robertnishihara

[rllib]Misleading use of sgd_batch_size & train_batch_size in multi_gpu_optimizer rllib

#2957 opened Sep 25, 2018 by praveen-palanisamy

6

Python logging module surprising behavior

#3191 opened Nov 1, 2018 by pcmoritz

[rllib] rllib train.py hangs when using GPUs rllib

#3187 opened Nov 1, 2018 by qwerzcxvsadf

8

[rllib] whether support reset_args for the function reset of environments? enhancement question rllib

#2969 opened Sep 27, 2018 by llan-ml

10

Environment variables should be propagated to workers from the driver

#2260 opened Jun 16, 2018 by ericl

9

Cleanup worker.py P3

#2016 opened May 8, 2018 by suquark

2