Drive-HWM: Hierarchical World Models for Dynamic-Latent Guided Autonomous Driving

Zhaoxin Fan, Tianbao Zhang, Wenjun Wu +5

World models offer a promising paradigm for autonomous driving by predicting how traffic scenes may evolve and using such predictions to support action generation. However, existin…