Dynamic Topology Awareness: Breaking the Granularity Rigidity in Vision-Language Navigation

Jiankun Peng, Jianyuan Guo, Ying Xu +5

Vision-Language Navigation in Continuous Environments (VLN-CE) presents a core challenge: grounding high-level linguistic instructions into precise, safe, and long-horizon spatial…