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M. Soljačić

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#artificial intelligence Preprint Sep 2026

Vision-Language Agents for Active Perception in Optics Laboratories

It is found that, given task-specific natural-language guidance, VLMs can estimate actuator-response relationships, resolve ambiguous observations through intervention, and actively create informative visual feedback when signals are sparse, suggesting that pretrained multimodal models can serve as important decision-m...

Ryan Lopez, Sachin Vaidya, Seouing-Ho Choi et al. · 0 citations

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