@article{safereinforcementlearningofautonomoushig, title = {Safe Reinforcement Learning of Autonomous Highway Driving: A Unified Framework for Safety and Efficiency}, author = {Chufei Yan and Zhihao Cui and Yiyan Lv and Taojie Chen and Ning Bian and Yulei Wang}, year = {2026}, eprint = {2606.14609}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.14609}, }