The Safety of Autonomy: A Systematic Approach

Autonomy does not subvert existing safety processes, but they must be supplemented with methods that address autonomy's challenges, especially where perception and decision-making tasks are implemented with machine learning. We present an approach to address the safety of autonomous systems, building on and complementing established safety engineering methods.