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

arXiv:2610.21450v1 Announce Type: cross Abstract: 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 this cost, reducing model inf