@article{drivedpopolicylearningviasafetydpoforend, title = {DriveDPO: Policy Learning via Safety DPO For End-to-End Autonomous Driving}, author = {Shuyao Shang and Yuntao Chen and Yuqi Wang and Yingyan Li and Zhaoxiang Zhang}, year = {2025}, eprint = {2509.17940}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.17940}, }