Yang Zhang

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

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, but constructing reliable planning systems for new problem domains without extensive supervision remains cha...