CAR-VLA: Complexity-Aware and Risk-Adaptive Reasoning for Autonomous Driving

Xiaolei Chen, Zhuolin He, Yuxuan Liang +14

Existing adaptive reasoning methods for driving Vision-Language-Action (VLA) models primarily focus on whether to reason, overlooking how reasoning should differ across driving sit…