EvoSignal: LLM-Guided Evolutionary Design of Modular Traffic Signal Control Programs
EvoSignal designs traffic signal control programs using an evolutionary loop guided by an LLM. It models control as a modular program where traffic features are extracted, prioritized, and adjusted. The system iteratively refines these modular components based on performance measurements to create explicit, executable rules that significantly reduce waiting times compared to existing methods.