@article{vlsafevisionlanguageguidedsafetyaware, title = {VL-SAFE: Vision-Language Guided Safety-Aware Reinforcement Learning with World Models for Autonomous Driving}, author = {Yansong Qu and Zilin Huang and Zihao Sheng and Jiancong Chen and Sikai Chen and Samuel Labi}, year = {2025}, eprint = {2505.16377}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.16377v1}, }