Zhenhao Wang

PCASim: Promptable Closed-Loop Adversarial Simulation for Urban Traffic Environment

Real-world autonomous driving, particularly in urban environments with numerous corner cases, requires rigorous testing to ensure product safety and robustness. However, few studies have explored integrating adversarial scenario generation with the training of safety agents in closed-loop testing, e…