@article{coirladcollaborativecompetitiveimitation, title = {CoIRL-AD: Collaborative-Competitive Imitation-Reinforcement Learning in Latent World Models for Autonomous Driving}, author = {Xiaoji Zheng and Ziyuan Yang and Yanhao Chen and Yuhang Peng and Yuanrong Tang and Gengyuan Liu and Bokui Chen and Jiangtao Gong}, year = {2025}, eprint = {2510.12560}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.12560}, }