CoFL-S: Spatially Queryable Sector Flow Fields for Local Language-Conditioned Navigation.

arXiv:2607.02222v2 Announce Type: replace-cross Abstract: Vision-Language Navigation has increasingly emphasized high-level instruction reasoning, memory, global map construction, and instruction decomposition, while the low-level action representation remains