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Pull requests: pytorch/rl
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[BugFix] Stabilize LIBERO VLA GRPO training
BugFix
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Collectors
Integrations/torch_geometric
Integrations
llm/
LLM-related PR, triggers LLM CI tests
Modules
Objectives
sota-implementations/
Transforms
#3940
opened Jul 6, 2026 by
vmoens
Collaborator
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[Feature] Add async policy-server collector benchmark prototype
Benchmarks
rl/benchmark changes
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Collectors
Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#3939
opened Jul 6, 2026 by
vmoens
Collaborator
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[Doc] Explain Cartesian constraints in macro tutorial
CLA Signed
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Documentation
Improvements or additions to documentation
tutorials/
#3937
opened Jul 6, 2026 by
vmoens
Collaborator
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[Feature] Add batched MuJoCo Playground PPO option
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Feature
New feature
sota-implementations/
#3933
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add MuJoCo Playground PPO example
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Feature
New feature
sota-implementations/
#3932
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add live rlrender notebook rollouts
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Documentation
Improvements or additions to documentation
Feature
New feature
sota-implementations/
tutorials/
#3931
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add rlrender MuJoCo WASM flow to PPO
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Feature
New feature
sota-implementations/
#3930
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add rlrender checkpoint flow to DQN CartPole
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Feature
New feature
sota-implementations/
#3929
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add MuJoCo WASM notebook backend
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Documentation
Improvements or additions to documentation
Feature
New feature
tutorials/
#3928
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add rlrender policy rendering
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Documentation
Improvements or additions to documentation
Feature
New feature
tutorials/
#3927
opened Jul 3, 2026 by
vmoens
Collaborator
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[Feature] Add Learner primitive (LocalLearner, FSDP2Learner)
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Documentation
Improvements or additions to documentation
Feature
New feature
Trainers
#3926
opened Jul 2, 2026 by
theap06
Contributor
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[BugFix] Fix double-alpha transform in PrioritizedSampler
BugFix
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ReplayBuffers
#3925
opened Jul 1, 2026 by
theap06
Contributor
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[Algorithm] Add RLHF reward-model training recipe
CI
Has to do with CI setup (e.g. wheels & builds, tests...)
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Documentation
Improvements or additions to documentation
llm/
LLM-related PR, triggers LLM CI tests
new algo
New algorithm request or PR
Objectives
sota-implementations/
#3923
opened Jun 30, 2026 by
theap06
Contributor
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[Feature] Add RewardModelLoss objective for RLHF reward-model training
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Documentation
Improvements or additions to documentation
Feature
New feature
llm/
LLM-related PR, triggers LLM CI tests
Objectives
#3922
opened Jun 30, 2026 by
theap06
Contributor
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[Feature] On-policy KL distillation loss for LLMs
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Documentation
Improvements or additions to documentation
Feature
New feature
llm/
LLM-related PR, triggers LLM CI tests
Objectives
#3921
opened Jun 30, 2026 by
theap06
Contributor
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[Feature] Add async VLA GRPO collection modes
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Feature
New feature
sota-implementations/
#3909
opened Jun 24, 2026 by
vmoens
Collaborator
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[Feature] Add max-inflight guard for remote policy clients
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Collectors
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#3897
opened Jun 21, 2026 by
vmoens
Collaborator
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[Feature] Add process inference server control plane
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Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#3896
opened Jun 21, 2026 by
vmoens
Collaborator
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[Feature] Track behavior policy versions in inference server
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Collectors
Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#3895
opened Jun 21, 2026 by
vmoens
Collaborator
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[Feature] Add remote policy module for inference server clients
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Collectors
Documentation
Improvements or additions to documentation
Feature
New feature
Integrations/torch_geometric
Integrations
Modules
#3894
opened Jun 21, 2026 by
vmoens
Collaborator
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[Refactor] Add structured inference server config objects
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Collectors
Documentation
Improvements or additions to documentation
Integrations/torch_geometric
Integrations
Modules
Refactoring
Refactoring of an existing feature
#3893
opened Jun 21, 2026 by
vmoens
Collaborator
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[Feature] Tensorclass support for IQLLoss
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Feature
New feature
Objectives
#3864
opened Jun 13, 2026 by
aehebald
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4 of 6 tasks
[Refactor] Re-export History from tensordict.llm
CLA Signed
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Integrations/torch_geometric
Integrations
llm/
LLM-related PR, triggers LLM CI tests
Modules
Refactoring
Refactoring of an existing feature
[Performance] Shared-memory command signaling for ParallelEnv and ring-buffer transport for MultiAsyncCollector
Benchmarks
rl/benchmark changes
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Collectors
Integrations/torch_geometric
Integrations
Performance
Performance issue or suggestion for improvement
Trainers
#3854
opened Jun 11, 2026 by
vmoens
Collaborator
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[Refactor] ActionChunkTransform as a CatFrames recipe
Benchmarks
rl/benchmark changes
CLA Signed
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Documentation
Improvements or additions to documentation
Trainers
Transforms
tutorials/
#3853
opened Jun 11, 2026 by
vmoens
Collaborator
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