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Datasets/Mobile manipulation/PhysicalAI Kitchen — 600 Hours of Teleoperation
✓ Source card reviewedCC BY 4.0Version: LeRobot

PhysicalAI Kitchen — 600 Hours of Teleoperation

55,000 human-teleoperated trajectories spanning 316 kitchen tasks, collected with a Franka Panda arm on an Omron mobile base and released in LeRobot format.

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Published by NVIDIANVIDIA Physical AI · Source updated 10 Mar 2026 · Reviewed 17 Jul 2026
View dataset files Large-scale · LeRobotDownloads and licence terms are handled by the original publisher on Hugging Face.

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This dataset, explained simply

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A mobile robot arm performs hundreds of everyday kitchen activities using human teleoperation.

WHAT CAN I TRAIN?Mobile-manipulation policiesKitchen-task VLAsMulti-task imitation learning
WHAT DO I NEED?Large-scale computeLeRobot toolingUse one task first
SUITABILITY✓ Contains robot actions✓ Real-world recordings✓ Includes language
New to the terminology?Episode = one complete attemptObservation = what the robot sees and sensesAction = the command sent to the robot

VERIFICATION RECORD

What EmbodiedData checked

Source statusAvailable at publisherLast checked17 July 2026Dataset versionLeRobotTraining instructionsNot tested by EmbodiedData

Verification confirms the linked metadata at the stated date. It is not a guarantee that upstream files, dependencies or licences will remain unchanged.

Dataset previewIllustrative image—not an original dataset frame
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PUBLISHER-HOSTED MEDIAOpen genuine dataset samplesNVIDIA · source repositoryView real samples at source ↗
EXAMPLE OF THE TASKOpen the middle drawer and retrieve the requested kitchen item.
View real samples on Hugging Face ↗

Original media, file structure, and dataset viewer are provided by the publisher.

DATASET OVERVIEW

What the publisher reports

55,000 human-teleoperated trajectories spanning 316 kitchen tasks, collected with a Franka Panda arm on an Omron mobile base and released in LeRobot format.

55,000Reported episodes
See task configsReported frequency
600 hoursReported duration
LeRobotDataset format

KNOWN CONFIGURATION

Robot, observations and reuse

Robot or capture systemFranka Panda + Omron mobile base
Reported observationsRGB cameras, Proprioception, Language
ActionsRobot actions are included
EnvironmentReal-world · 316 tasks
Licence shown on source cardCC BY 4.0

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Summary against publisher cardReviewed
File integrity and missing valuesNot independently tested
Privacy, safety and legal complianceNot independently tested

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SOURCE & CITATION

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