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Pull requests: pytorch/rl
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[Feature] [Algorithm] Add FQL Recipe
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
Integrations/torch_geometric
Integrations
Modules
Objectives
sota-implementations/
#4438
opened Sep 19, 2026 by
neuriv
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[Feature] [Algorithm] Add FQL Loss
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Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
Objectives
#4437
opened Sep 19, 2026 by
neuriv
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[Feature] Add Flow Policies
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Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#4436
opened Sep 19, 2026 by
neuriv
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Bump vllm from 0.26.0 to 0.28.0 in /sota-implementations/grpo
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Dependencies
Pull requests that update a dependency file
python
Pull requests that update python code
sota-implementations/
#4435
opened Sep 19, 2026 by
dependabot
Bot
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[BugFix] Fix TransformerModule cache invalidation and allocation
BugFix
ci/olddeps
Run the tests-olddeps suite (oldest supported torch) on this PR
CLA Signed
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Collectors
Integrations/torch_geometric
Integrations
Modules
[BugFix] Make default value in InitTrackerConfig match the default used by InitTracker
BugFix
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Trainers
#4428
opened Sep 18, 2026 by
bsprenger
Contributor
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4 of 6 tasks
Bump vllm from 0.26.0 to 0.28.0 in /sota-implementations/expert-iteration
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Dependencies
Pull requests that update a dependency file
python
Pull requests that update python code
sota-implementations/
#4421
opened Sep 17, 2026 by
dependabot
Bot
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[Feature] Add a blocking replay buffer
Benchmarks
rl/benchmark changes
ci/optdeps
Run the full tests-optdeps suite on this PR
CLA Signed
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Documentation
Improvements or additions to documentation
Feature
New feature
ReplayBuffers
Trainers
#4419
opened Sep 17, 2026 by
vmoens
Collaborator
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[Refactor] Consolidate stats() in BaseCollector and add WandB monitoring example
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Collectors
Examples
Integrations/torch_geometric
Integrations
Refactoring
Refactoring of an existing feature
#4400
opened Sep 16, 2026 by
coder-jayp
Contributor
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5 of 7 tasks
[Doc] Rewrite the MicroDuck environment tutorial
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
CLA Signed
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Documentation
Improvements or additions to documentation
Environments
Adds or modifies an environment wrapper
Examples
Integrations/torch_geometric
Integrations
Modules
Transforms
tutorials/
#4398
opened Sep 16, 2026 by
vmoens
Collaborator
•
2/2
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[BugFix] Evaluate MicroDuck head pose from the supplied state
BugFix
ci/optdeps
Run the full tests-optdeps suite on this PR
CLA Signed
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Environments
Adds or modifies an environment wrapper
#4393
opened Sep 16, 2026 by
vmoens
Collaborator
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[Feature] Build PPO training from an environment and networks
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Documentation
Improvements or additions to documentation
Feature
New feature
Trainers
#4391
opened Sep 16, 2026 by
vmoens
Collaborator
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[Feature] Read storages and replay buffers through torch.utils.data
Benchmarks
rl/benchmark changes
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
CLA Signed
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Data/openx
Data
Data-related PR, will launch data-related jobs
Documentation
Improvements or additions to documentation
Examples
Feature
New feature
Integrations/torch_geometric
Integrations
llm/
LLM-related PR, triggers LLM CI tests
Modules
ReplayBuffers
[BugFix] Avoid unnecessary SAC and CQL collector spec queries
BugFix
CLA Signed
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Trainers
#4377
opened Sep 14, 2026 by
aswanth-07
Contributor
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4 of 6 tasks
[Refactor] Extract discrete action-value selection into shared helper
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Objectives
Refactoring
Refactoring of an existing feature
#4367
opened Sep 13, 2026 by
coder-jayp
Contributor
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3 of 6 tasks
[BugFix] Fix star-import of torchrl.modules.distributions
BugFix
CLA Signed
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distributions
Integrations/torch_geometric
Integrations
Modules
#4365
opened Sep 13, 2026 by
Anai-Guo
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2 tasks done
[BugFix] Fix GRPOLoss padding config and DAPO instantiation
BugFix
CLA Signed
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Collectors
Integrations/torch_geometric
Integrations
llm/
LLM-related PR, triggers LLM CI tests
Objectives
#4363
opened Sep 12, 2026 by
coder-jayp
Contributor
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3 of 10 tasks
[Doc] Document the GRPOLoss masking strategy contract and add deterministic tests
CLA Signed
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Documentation
Improvements or additions to documentation
llm/
LLM-related PR, triggers LLM CI tests
Objectives
#4340
opened Sep 12, 2026 by
n-dlms
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5 of 9 tasks
[Algorithm] GTrXL PPO with compact window replay and transformer tutorial
Benchmarks
rl/benchmark changes
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
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
new algo
New algorithm request or PR
sota-implementations/
tutorials/
[Performance] Compare recurrent state containers and replay storage layouts
Benchmarks
rl/benchmark changes
CLA Signed
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Performance
Performance issue or suggestion for improvement
[Feature] Add explicit transformer state and recurrent container candidates
CLA Signed
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Feature
New feature
Integrations/torch_geometric
Integrations
Modules
[BugFix] Preserve typed state through specs and environment buffers
BugFix
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
CLA Signed
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Transforms
[BugFix] Drop flaky B2/K16 tile from DreamerV3 block-GRU Triton
BugFix
ci/optdeps
Run the full tests-optdeps suite on this PR
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
[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
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