Qiu-Man Xu

Knowledge-Supervised LLM Decision Making for Intelligent Driving Systems in Long-Tail Scenarios

While intelligent driving systems have achieved notable advances in perception, prediction, and motion planning, robust high-level decision-making remains a persistent challenge in long-tail scenarios that demand semantic scene understanding, contextual reasoning, and experience-based judgment. Rulebased policies tend...