LWDrive: Layer-Wise World-Model-Guided Vision-Language Model Planning for Autonomous Driving

Chen Yang, Yuhao Wei, Ze Xu +6

Vision-Language Models (VLMs) provide powerful semantic understanding and commonsense reasoning for End-to-End Autonomous Driving (E2E-AD) planning. However, trajectories directly…