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Datasets/General manipulation/robomimic — Offline Robot Learning Collection
✓ Source card reviewedMITVersion: HDF5

robomimic — Offline Robot Learning Collection

The official robomimic demonstration collection for offline imitation and reinforcement learning, covering multiple simulated and real manipulation tasks with varied demonstration quality.

AI
Published by ARISE Initiativerobomimic / Hugging Face · Source updated 18 Jul 2026 · Reviewed 17 Jul 2026
View dataset files 6.82 GB · HDF5Downloads and licence terms are handled by the original publisher on Hugging Face.

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This dataset, explained simply

Intermediate

The official robomimic demonstration collection for offline imitation and reinforcement learning, covering multiple simulated and real manipulation tasks with varied demonstration quality.

WHAT CAN I TRAIN?Robot-learning experiments
WHAT DO I NEED?Python basics
SUITABILITY✓ Contains robot actions✓ No physical robot required• Check source for language labels
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 versionHDF5Training 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
Preview only
PUBLISHER-HOSTED MEDIAOpen genuine dataset samplesARISE Initiative · source repositoryView real samples at source ↗
EXAMPLE OF THE TASKLearn an offline policy from one of the official robomimic task collections.
View real samples on Hugging Face ↗

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

DATASET OVERVIEW

What the publisher reports

The official robomimic demonstration collection for offline imitation and reinforcement learning, covering multiple simulated and real manipulation tasks with varied demonstration quality.

Not consolidatedReported episodes
Varies by taskReported frequency
Multiple collectionsReported duration
HDF5Dataset format

KNOWN CONFIGURATION

Robot, observations and reuse

Robot or capture systemRobot arms (simulation + real)
Reported observationsLow-dimensional state, RGB variants, Robot actions
ActionsRobot actions are included
EnvironmentSimulation + real · multiple tasks
Licence shown on source cardMIT

TRUST & LIMITATIONS

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Original Hugging Face source linkChecked
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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