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[Feature] Add LeRobot replay dataset adapter - #4611

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bsprenger:feat/lerobot-replay-dataset-adapter
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bsprenger wants to merge 1 commit into
pytorch:mainfrom
bsprenger:feat/lerobot-replay-dataset-adapter

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Description

This PR adds a LeRobot replay dataset adapter, which can be used to export a replay buffer's contents to the LeRobot format.

Motivation and Context

LeRobot is a widely used robotics dataset format. Conversion to/from LeRobot datasets will allow sharing of trajectories for offline learning, and for pre-seeding replay buffers with LeRobot-format data from the Hugging Face hub.

An upcoming PR will add examples and benchmarks.

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  • New feature (non-breaking change which adds core functionality)

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  • I have read the CONTRIBUTION guide (required)
  • My change requires a change to the documentation.
  • I have updated the tests accordingly (required for a bug fix or a new feature).
  • I have updated the documentation accordingly.

@bsprenger
bsprenger requested a review from theap06 October 23, 2026 13:02
@bsprenger bsprenger self-assigned this Oct 23, 2026
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pytorch-bot Bot commented Oct 23, 2026 •

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/4611

Note: Links to docs will display an error until the docs builds have been completed.

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@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 23, 2026
@github-actions github-actions Bot added Documentation Improvements or additions to documentation Environments Adds or modifies an environment wrapper Data Data-related PR, will launch data-related jobs Feature New feature labels Oct 23, 2026

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