Julie A. Shah

Explainable deep learning improves human mental models of self-driving cars

Abstract Self-driving cars increasingly rely on deep neural networks to achieve human-like driving 1–3 . The opacity of these black-box planners makes it challenging to accurately anticipate when they will fail 4–6 , with potentially catastrophic consequences 7–9 . Although resea...