Universal Manipulation Exoskeleton

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Key Features

Upper-limb exoskeleton for robot teleoperation with haptic torque feedback.
Records whole-arm configurations and joint torque signals for learning.
Supports transparent torque feedback for contact-rich manipulation.
Uses an embedded IMU for mobile manipulation teleoperation.
Retargets teleoperation to multiple arms including OpenArm, Franka, and X-ARM.
Enables compliant bimanual and whole-body policy learning.
Demonstrates force-mediated tasks such as box flipping and occluded pushing.
Includes paper, arXiv link, and many direct task demonstration videos.

UME is designed to be low-cost, lightweight, portable, and compatible with mobile manipulation through an embedded IMU. A universal retargeting algorithm lets it teleoperate multiple robot arms, including OpenArm, Franka, and X-ARM, while capturing force-mediated behavior.


UME is useful for robotics teams that need data for compliant, bimanual, whole-body manipulation tasks. The project demonstrates autonomous policies for fridge drink retrieval, GPU picking, box flipping, occluded pushing, and blindfolded torque-feedback teleoperation.

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