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ANY2ANY: Efficient Cross-Embodiment Transfer for Humanoid Whole-Body Tracking episode artwork

May 27, 2026 19 min

ANY2ANY: Efficient Cross-Embodiment Transfer for Humanoid Whole-Body Tracking

from Embodied AI 101 Hosted by Shaoqing Tan

Introduces a method to transfer a Unitree G1 foundation policy (Gear-Sonic) to LimX Oli/Luna humanoids using only 1% of the original compute/data. Achieves fast convergence and strong tracking performance for humanoid whole-body control.

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ANY2ANY: Efficient Cross-Embodiment Transfer for Humanoid Whole-Body Tracking

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