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Malgorzata Gwiazda

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#artificial intelligence Preprint Sep 2026

ChronoGraph: Functional 4D Scene Graphs with Vision-Language Models for Interaction Understanding and Grounded Planning

Embodied agents must determine where to act, anticipate the resulting scene changes, and interpret observed outcomes to guide subsequent actions. This requires connecting 4D interaction understanding, which explains how past actions changed the scene, with spatially grounded planning, which determines how and where to...

Chenyangguang Zhang, Malgorzata Gwiazda, Guan-Long Jiao et al. · 0 citations

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