X-Fly: Learning to Reach and Stop in Full-Chunk Aerial Vision-Language Navigation

Ruibin Ju, Ruifeng Cai, Min Xu +1

Aerial vision-language navigation (VLN) agents built on large vision-language models are expensive to query. Executing a complete predicted action chunk before replanning amortizes…