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Jingkai Zhao

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Atomic Motion Coordinate for Language-Steerable and Force-Responsive Manipulation

Jiaqi Zhai, Jingkai Zhao, Chen Yang وآخرون · 2026

Can changing only the language instruction redirect a VLA policy's end effector, or does the visually driven motion prior dominate? We present Atomic Motion Coordinate, a geometry-grounded coordinate for steerable and force-responsive manipulation. Each arm owns thirteen signed translation, rotation, and hold atoms gro …

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