ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning

Xuchen Liu, Jiawei Huang, Shihao Xia +3

Vision-language navigation (VLN) for UAVs demands grounding free-form instructions into 6-DoF flight under partial observability. While Vision-Language-Action (VLA) models excel at…