2026
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
ICLR 2026poster
Large Language Models (LLMs) have recently emerged as promising agents for Traffic Signal Control (TSC) due to their strengths in reasoning and generalization. However, current LLM-based approaches treat intersections as independent agents without inter-intersection cooperation, limiting their effec…