Drive-HWM: Hierarchical World Models for Dynamic-Latent Guided Autonomous Driving
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, existing approaches either separate future prediction from action generation or jointly predict them at the same temporal scale, making it difficul...