Differentiable Control Barrier Functions for Vision-based End-to-End Autonomous Driving

Wei Xiao, Tsun-Hsuan Wang, Makram Chahine +3

Guaranteeing safety of perception-based learning systems is challenging due to the absence of ground-truth state information unlike in state-aware control scenarios. In this paper,…