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RW-RL-HIL-Dataset

82 hours and 3,347 episodes of real-world R1Lite household deployments with human takeover segments labelled per frame, LeRobot v2.1, CC BY 4.0.

Published by Boden AI, 2026-09

Open data
Commercial use OK

CC BY 4.0

PriceFree

The publisher's licence permits commercial use and redistribution, with attribution. Hub card tag cc-by-4.0; the card body says the set is released under CC BY 4.0, allowing sharing and adaptation with attribution.

Get dataset Opens huggingface.co in a new tab
From a terminal
hf download BodenAI/RW-RL-HIL-Dataset --repo-type dataset --local-dir ./RW-RL-HIL-Dataset

Public, no gate. Task folders can be pulled individually with --include. A subset of the larger RW-RL-Dataset (MINT-SJTU), whose licence is not stated.

Specification, as published

Hours (stated)
82 h
Episodes (stated)
3,347 episodes
Scale
3,347 episodes, 6,408 intervention segments
Task
Cleaning, Laundry & folding, Assembly, Cooking & food prep, Other
Environment
Indoor – home
Modality
RGB, Proprioception, Actions, Intervention labels
Capture
Egocentric
In frame
Robot hands
Captured in
China
Embodiment
R1Lite household robot
Frame rate
15 fps
Resolution
640x360
Formats
LeRobot v2.1, Parquet, MP4
Size
188.57 GB
Hosted on
Hugging Face

Figures are the publisher's own. Kinetic Blocks has not measured this dataset.

About this dataset

RW-RL-HIL records R1Lite household robots running a deployed policy while human operators take over to correct failures: policy deployment, takeover, correction and handover are all in the stream. Nine household tasks (surface wiping, spray bottle assembly, trash bag installation, garment hanging and folding, power strip connection, beverage preparation, tissue replacement, cat litter scooping). Three video streams (head, left wrist, right wrist) at 640x360 H.264 and 15 fps, 14-dimensional state and action vectors, per-frame control-authority flags and intervention boundary annotations. 4,440,155 frames, 82.23 hours, of which about 9.39 hours (11.41 percent of frames) are under human control across 6,408 intervention segments. The card warns of a strong selection bias toward intervention scenarios and a mixed policy-versus-human action stream that must be filtered by the control flags.

Publisher's own task names: surface wiping, spray bottle assembly, trash bag installation, garment hanging and folding, power strip connection, beverage preparation, tissue replacement, cat litter scooping.

What Kinetic Blocks did, and did not do

Indexed and linked from the publisher. Not hosted, verified or graded by Kinetic Blocks. The publisher's terms govern. The licence shown is the one stated on the publisher's page, linked above. Nothing on this page is a claim by Kinetic Blocks.

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