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Cross-Embodiment Transfer

Robot LearningTransfer Learning

Transferring learned skills or representations between robots with different physical forms (embodiments). A policy trained on a UR5 arm may partially transfer to a Franka Panda despite different kinematics and dynamics. Foundation models like Octo and RT-X are designed to facilitate cross-embodiment transfer by training on data from diverse robot types.

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