I. Introduction
Artificial Intelligence (AI) and Machine Learning (ML) are increasingly used in robots and autonomous systems (RAS) that attempt to mimic the adaptive and smart problems solving capabilities of humans. Such systems promise a smarter and safer world where e.g. self-driving vehicles can reduce the number of road accidents, medical robots perform intricate surgeries, and “digital” pilots participate in crew flight-operations [1].