DGLight: DQN-Guided GRPO Fine-Tuning of Large Language Models for Traffic Signal Control
arXiv:2604.25259v1 Announce Type: new
Abstract: Traffic signal control (TSC) plays a central role in reducing congestion and maintaining urban mobility. This dissertation introduces DGLight, a critic-guided reinforcement-learning framework for adaptin…