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Yin-Zhe Zhou

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Conference Sep 2026

AHead-VLN: A Hierarchical Reasoning Framework Guided by Foresight for Human-Aware Navigation

In human-aware vision-and-language navigation (HA-VLN), agents need to follow instructions while navigating safely among people in crowded environments. Existing methods often struggle to effectively transform forward-looking risk prediction into decision-making basis, resulting in intelligent agents being prone to col...

Jun-Yi Zhang, Zi-Wen Luo, Yin-Zhe Zhou et al. · 0 citations

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