@article{omnidriver1reinforcementdriveninterleave, title = {OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving}, author = {Zhenguo Zhang and Haohan Zheng and Yishen Wang and Le Xu and Tianchen Deng and Xuefeng Chen and Qu Chen and Bo Zhang and Wuxiong Huang}, year = {2025}, eprint = {2512.14044}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.14044}, }