VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness

Qimao Chen, Fang Li, Shaoqing Xu +9

The safe deployment of autonomous driving (AD) systems is fundamentally hindered by the long-tail problem, where rare yet critical driving scenarios are severely underrepresented i…