vision-language model

Active Perception for Embodied Disambiguation

A new robotics research paper introduces an active-perception framework that enables robots to resolve ambiguity in natural-language tasks by physically repositioning to gather missing visual evidence—rather than relying solely on user clarification—and integrates this with vision-language reasoning to decide when to observe, ask, or act.