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

Ruixiao Yang, Yilun Hao, Mingxin Yu +2

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…