TrafficClaw: A Generalizable LLM Agent in the Unified Physical Environment for Urban Traffic Control

Siqi Lai, Pan Zhang, Yuping Zhou +3

Large language model (LLM) agents have shown strong capabilities in long-horizon reasoning, tool use, and decision-making in digital environments, yet extending them to physically…