LLM-Guided Reinforcement Learning with Representative Agents for Traffic Modeling

Hanlin Sun, Jiayang Li

Large language models (LLMs) are increasingly used as behavioral proxies for self-interested travelers in agent-based traffic models. Although more flexible and generalizable than…