NavOne: One-Step Global Planning for Vision-Language Navigation on Top-Down Maps

Dijia Zhan, Jinyi Li, Chenxi Zheng +4

Existing Vision-Language Navigation (VLN) methods typically adopt an egocentric, step-by-step paradigm, which struggles with error accumulation and limits efficiency. While recent…