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MOTIO: A Humanoid Mobile Manipulation Operating System Without Teleoperation

1 reports · 1 sources

SpatialtemporalAI has released a paper proposing the MOTIO system: it converts ordinary human action videos, realistic 3D assets, motion references, and reusable robot skills into executable humanoid mobile manipulation programs, without task-specific teleoperation or robot demonstration collection. The paper reports the following results: in a scanned office, G1 completed a single continuous 101.75-second physical execution; physical refinement reduced the thread residual for screw tightening by 76.0%; the same checkpoint completed 18 simulated tasks under expert intervention without inference. These figures are as stated by the paper's authors and await independent verification.

Report timeline

  1. MOTIO: An agentic skill engineering system for real-world humanoid loco-manipulation

    MOTIO is an agentic skill engineering system that turns ordinary human action videos, realistic 3D assets, motion references, and reusable robot skills into executable humanoid loco-manipulation programs, without task-specific teleoperation or robot demonstration collection.

    arXiv cs.RO ·

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