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Chenmeinian Guo

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#natural language process... Preprint Jun 2026

See Better, Foresee Better, Act Wiser: Physically Grounded Proactive Modeling and Decision Making

This work studies retail service from sparse third-person video: before an explicit customer request, an agent must use limited human-object interaction evidence to intervene or remain silent, and introduces the Proactive Intent World Model, which advances static intent recognition toward intent world modeling by organ...

Hong-Hui Zhang, Anna Min, Chenmeinian Guo et al. · 0 citations

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