@article{driver1bridgingreasoningandplanningin, title = {Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning}, author = {Yue Li and Meng Tian and Dechang Zhu and Jiangtong Zhu and Zhenyu Lin and Zhiwei Xiong and Xinhai Zhao}, year = {2025}, eprint = {2506.18234}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.18234v1}, }