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Pull requests: pytorch/rl
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[Feature] CUDA-graph static inference batches
Benchmarks
rl/benchmark changes
CLA Signed
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Collectors
Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#4269
opened Sep 7, 2026 by
vmoens
Collaborator
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[Performance] Compile the complete DreamerV3 learner step
Benchmarks
rl/benchmark changes
CLA Signed
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Objectives
Performance
Performance issue or suggestion for improvement
sota-implementations/
#4268
opened Sep 7, 2026 by
vmoens
Collaborator
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9 tasks done
[Feature] Add CPU affinity controls to AsyncEnvPool
Benchmarks
rl/benchmark changes
CLA Signed
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Collectors
Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Trainers
#4266
opened Sep 7, 2026 by
vmoens
Collaborator
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[Performance] Overlap DreamerV3 replay work with learner updates
Benchmarks
rl/benchmark changes
CLA Signed
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Objectives
Performance
Performance issue or suggestion for improvement
sota-implementations/
#4265
opened Sep 7, 2026 by
vmoens
Collaborator
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[Performance] Batch AsyncBatchedCollector shared-memory coordination
Benchmarks
rl/benchmark changes
CLA Signed
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Collectors
Documentation
Improvements or additions to documentation
Integrations/torch_geometric
Integrations
Modules
Performance
Performance issue or suggestion for improvement
#4264
opened Sep 7, 2026 by
vmoens
Collaborator
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[Feature] Add compile-safe pause to AsyncBatchedCollector
CLA Signed
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Collectors
Documentation
Improvements or additions to documentation
Integrations/torch_geometric
Integrations
#4263
opened Sep 7, 2026 by
vmoens
Collaborator
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7 tasks done
[BugFix] Bound AsyncEnvPool queue shared mappings
Benchmarks
rl/benchmark changes
BugFix
CLA Signed
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#4261
opened Sep 7, 2026 by
vmoens
Collaborator
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[BugFix] Improve runtime diagnostics and CUDA timing
BugFix
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ReplayBuffers
Transforms
#4260
opened Sep 7, 2026 by
vmoens
Collaborator
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[BugFix] Route WandbLogger login through base URL
BugFix
ci/optdeps
Run the full tests-optdeps suite on this PR
CLA Signed
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Record
Trainers
#4259
opened Sep 7, 2026 by
vmoens
Collaborator
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[BugFix] Cache AsyncEnvPool batch sizes during setup
BugFix
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#4258
opened Sep 7, 2026 by
vmoens
Collaborator
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[BugFix] Drop flaky B2/K16 tile from DreamerV3 block-GRU Triton
BugFix
CLA Signed
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Integrations/torch_geometric
Integrations
Modules
#4257
opened Sep 7, 2026 by
YeonwooSung
Contributor
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4 of 6 tasks
[BugFix] Stop sharing Minari mission stacks between observation and next
BugFix
CLA Signed
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Data/minari
Data
Data-related PR, will launch data-related jobs
Environments
Adds or modifies an environment wrapper
#4256
opened Sep 7, 2026 by
YeonwooSung
Contributor
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4 of 6 tasks
[BugFix] Do not invent vLLM prompt log-probabilities
BugFix
CLA Signed
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Integrations/torch_geometric
Integrations
llm/
LLM-related PR, triggers LLM CI tests
Modules
#4255
opened Sep 7, 2026 by
YeonwooSung
Contributor
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7 tasks done
[Doc] Document multi-agent _step TensorDict layout
CLA Signed
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Documentation
Improvements or additions to documentation
#4232
opened Sep 5, 2026 by
YeonwooSung
Contributor
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4 of 6 tasks
[Doc] Document LossModule and collector weight sharing
CLA Signed
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Collectors
Documentation
Improvements or additions to documentation
Integrations/torch_geometric
Integrations
Objectives
tutorials/
#4231
opened Sep 5, 2026 by
YeonwooSung
Contributor
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5 of 10 tasks
[Doc] Document checkpointing to resume RL training
CLA Signed
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Documentation
Improvements or additions to documentation
#4230
opened Sep 5, 2026 by
YeonwooSung
Contributor
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4 of 6 tasks
[Doc] Document CatFrames with collectors and image replay buffers
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Documentation
Improvements or additions to documentation
Transforms
#4229
opened Sep 5, 2026 by
YeonwooSung
Contributor
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4 of 6 tasks
[Performance] Add Triton backend to DreamerV3 RSSM
Benchmarks
rl/benchmark changes
CLA Signed
This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
Documentation
Improvements or additions to documentation
Integrations/torch_geometric
Integrations
Modules
Objectives
sota-implementations/
[Feature] Isaac Lab 3.x compatibility for wrapper
BugFix
CLA Signed
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Environments/isaaclab
Environments
Adds or modifies an environment wrapper
Feature
New feature
#4194
opened Sep 1, 2026 by
theap06
Collaborator
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[Feature] Transformer Module
CLA Signed
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Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
Transforms
#4193
opened Sep 1, 2026 by
theap06
Collaborator
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[Doc] Fold corrected TRL interoperability end-to-end section into trl_interop tutorial
CLA Signed
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Documentation
Improvements or additions to documentation
tutorials/
#4161
opened Aug 26, 2026 by
coder-jayp
Contributor
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4 of 6 tasks
[CI] Retry flaky-test artifact downloads
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
CLA Signed
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#4153
opened Aug 24, 2026 by
CoffeeDrivenCoder
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3 tasks done
[Feature] Add COMA multi-agent objective
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
CLA Signed
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Documentation
Improvements or additions to documentation
Feature
New feature
Objectives
sota-implementations/
tutorials/
#4151
opened Aug 24, 2026 by
Iliamsou
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[Deprecation] Make DreamerV3 defaults canonical
Benchmarks
rl/benchmark changes
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
CLA Signed
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Deprecation
Documentation
Improvements or additions to documentation
Integrations/torch_geometric
Integrations
Modules
Objectives
sota-implementations/
[Performance] Improve geometric window sampling
Benchmarks
rl/benchmark changes
CLA Signed
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Performance
Performance issue or suggestion for improvement
ReplayBuffers
#4131
opened Aug 19, 2026 by
theap06
Collaborator
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