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[RLlib; Offline RL] Enable GPU and multi-GPU training for offline algorithms.

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

goadd ONLY when ready to merge, run all testsadd ONLY when ready to merge, run all tests

rllibRLlib related issuesRLlib related issues

rllib-gpu-multi-gpuRLlib issues that's related to running on one or multiple GPUsRLlib issues that's related to running on one or multiple GPUs

rllib-newstack

rllib-offline-rlOffline RL problemsOffline RL problems

Status: Open (in progress).

ray-project/raynumber 47929

#47929 In ray-project/ray;

· simonsays1980 opened on Oct 8, 2024

[rllib]Action masking with tuple action space

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

Status: Open.

#13592 In ray-project/ray;

· herunyu opened on Jan 21, 2021

[rllib] undocumented behavior of timers/* in progress.csv

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

Status: Open.

#14052 In ray-project/ray;

· jkterry1 opened on Feb 11, 2021

[rllib] action from policy with Tuple action space has wrong shape

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

Status: Open.

#10516 In ray-project/ray;

· rusu24edward opened on Sep 2, 2020

[Bug] Neural MMO Tests

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

rllib-envrllib env related issuesrllib env related issues

Status: Open.

#21088 In ray-project/ray;

· jsuarez5341 opened on Dec 14, 2021

[rllib] Error while using "count_steps_by": "agent_steps" and misleading documentation

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

Status: Open.

#15708 In ray-project/ray;

· Rohanjames1997 opened on May 9, 2021

[rllib]Update the docs about Variable-length / Parametric Action Space

P3Issue moderate in impact or severityIssue moderate in impact or severity

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

docsAn issue or change related to documentationAn issue or change related to documentation

rllibRLlib related issuesRLlib related issues

Status: Open.

#15710 In ray-project/ray;

· yangysc opened on May 10, 2021

[Bug] [RLlib] Custom metrics are not reported to Tune

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

Status: Open.

#20938 In ray-project/ray;

· vishalrangras opened on Dec 7, 2021

[Bug][RLlib] Recurrent state dtype and value are not respected

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

rllib-modelsAn issue related to RLlib (default or custom) Models.An issue related to RLlib (default or custom) Models.

Status: Open.

#22353 In ray-project/ray;

· smorad opened on Feb 14, 2022

[Bug] [RLlib] Tensorboard w/ RLlib not plotting any data at all

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

needs-repro-scriptIssue needs a runnable script to be reproducedIssue needs a runnable script to be reproduced

rllibRLlib related issuesRLlib related issues

Status: Open.

#23582 In ray-project/ray;

· Arcadianlee opened on Mar 30, 2022

[Bug] policies_to_train throws incorrect/confusing error message when passed an empty list.

P2Important issue, but not time-criticalImportant issue, but not time-critical

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

good first issueGreat starter issue for someone just starting to contribute to RayGreat starter issue for someone just starting to contribute to Ray

rllibRLlib related issuesRLlib related issues

rllib-multi-agentAn RLlib multi-agent related problem.An RLlib multi-agent related problem.

Status: Open.

#23646 In ray-project/ray;

· nyielding opened on Mar 31, 2022

[RLlib] eager_tf_policy drops is_training in call in _convert_to_tf

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

rllibRLlib related issuesRLlib related issues

Status: Open.

#23950 In ray-project/ray;

· HJasperson opened on Apr 15, 2022