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Yu-Zheng Wu

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Preprint Oct 2026

Look Before You Act: Bridging Active Perception and Vision-Language-Action Models via Observation-Aligned Data Adaptation

Robots manipulating objects in clutter must decide not only how to act, but also where to look. Although active camera motion can expose an occluded target, it may move the robot into an initial observation-state distribution that differs from the manipulation policy's training distribution. We identify this problem as...

Jia-Wei Geng, Zhen-Yang Liu, Yu-Zheng Wu et al. · 0 citations

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