Yinzhe Zhou

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 agent