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Shi-Jie Li

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#robotics Preprint Sep 2026

Talk2Escape: Conversational Grounding for Vision-and-Language Navigation

Talk2Escape is introduced, a proactive and model-agnostic dialogue intervention framework that reframes navigation as a closed-loop interactive process and proves that proactive dialogue drastically improves navigation robustness in physical environments.

Ze-Rui Li, Si-Hao Lin, Yan-Yan Shao et al. · 0 citations

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