AgenticNav: Zero-Shot Vision-and-Language Navigation as a Tool-Calling Harness

Yijian Li, Changze Li, Hantian Shi +4

Zero-shot vision-and-language navigation in continuous environments (VLN-CE) has recently become feasible with large vision-language models (VLMs). However, existing methods typica…