@article{sparsethreatsfocuseddefensecriticalityaw, title = {Sparse Threats, Focused Defense: Criticality-Aware Robust Reinforcement Learning for Safe Autonomous Driving}, author = {Qi Wei and Junchao Fan and Zhao Yang and Jianhua Wang and Jingkai Mao and Xiaolin Chang}, year = {2026}, eprint = {2601.01800}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.01800}, }