Preprint Open access
EvoSignal: LLM-Guided Evolutionary Design of Modular Traffic Signal Control Programs
Effective traffic signal control (TSC) requires policies that respond to changing traffic demand and network conditions while meeting different control objectives. However, adapting existing strategies often involves repeated manual design and adjustment, making it difficult to systematically explore better control rul …