T HIS CHAPTER provides an overview of the autonomous mobile robotics do-main while highlighting its main achievements/challenges. It will also emphasize the main concepts/paradigms/motivations/definitions used throughout the rest of the manuscript. The objective is to clarify them in order to simplify the different explanations and developments given in the coming chapters.