Write Once, Plan Many: Building Reusable Visual Planning Systems from One Scene.

arXiv:2610.19234v1 Announce Type: new Abstract: Vision-language models (VLMs) can reason about visual planning tasks, but querying them for every instance incurs repeated inference cost and latency. Generating reusable planning programs offers an alternative,