How Safe Am I Given What I See? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy

Zhenjiang Mao, Carson Sobolewski, Ivan Ruchkin

End-to-end learning has emerged as a major paradigm for developing autonomous systems. Unfortunately, with its performance and convenience comes an even greater challenge of safety…