H-WM: Robotic Task and Motion Planning Guided by Hierarchical World Model

Jinbang Huang, Wenyuan Chen, Zhiyuan Li +9

World models are becoming central to robotic planning and control by predicting future state transitions. Existing approaches mainly rely on visual, latent, or language prediction,…