MingZhi Li

PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation

Long-horizon manipulation tasks with general instructions often implicitly encapsulate multiple sub-tasks, posing significant challenges in instruction following. While language planning is a common approach to decompose general instructions into stepwise sub-instructions, text-only guidance may lac…