Key technologies of autonomous systems are overviewed, notably: mission planning and control, perception and intelligence, embedded computing, swarm systems, communications and societal technologies. Several autonomous system applications are presented, notably a) autonomous cars, b) drones and drone swarms, c) autonomous underwater vehicles  d) autonomous marine vessels and e) autonomous robots.