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Peking University, Affiliation:
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Explicit 3D skeletal representations unlock parameter-efficient robotic manipulation, achieving 85.9% success on LIBERO-Plus with half the parameters of prior methods.
Visual goal prototypes can boost robot manipulation success rates by up to 17% compared to text-based instructions, revealing the power of leveraging action-free demonstrations.
