@inproceedings{simlingovisiononlyclosedloopautonomous, title = {SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment}, author = {Katrin Renz and Long Chen and Elahe Arani and Oleg Sinavski}, year = {2025}, booktitle = {CVPR 2025 1}, eprint = {2503.09594}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.09594v1}, }