@article{telldriveenhancingautonomousdrivingwith, title = {TeLL-Drive: Enhancing Autonomous Driving with Teacher LLM-Guided Deep Reinforcement Learning}, author = {Chengkai Xu and Jiaqi Liu and Shiyu Fang and Yiming Cui and Dong Chen and Peng Hang and Jian Sun}, year = {2025}, eprint = {2502.01387}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.01387v3}, }