@article{dglightdqnguidedgrpofinetuningoflargelan, title = {DGLight: DQN-Guided GRPO Fine-Tuning of Large Language Models for Traffic Signal Control}, author = {Chenbo Yu}, year = {2026}, eprint = {2604.25259}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.25259}, }