Beyond Dense Futures: World Models as Structured Planners for Robotic Manipulation

arXiv · 2026-03-13 · Low-Level Learning-Based Action Modelling / Input Modelling / 2D Vision Language Action Models with Auxiliary Tasks - World Model & Visual Prediction / World Model