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Robots can now learn complex manipulation from single human videos by extracting object trajectories, bypassing the need for teleoperation and achieving near-perfect task success.
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.