Shiyue Zhao (Sean)

I am interested in AI and machine learning for autonomous driving, with a focus on reinforcement learning, vision-language-action models, multi-modal perception, safety-critical decision-making, and vehicle dynamics-aware control. My work aims to bridge data-driven learning and physical mechanism-based reasoning, enabling autonomous systems to better understand complex scenarios, assess risks, and act safely under critical and extreme driving conditions.