Mike Jakuba from Woods Hole Oceanographic Institution discusses the successes, challenges and opportunities for autonomy in robotics for oceanographic science. This talk was part of the Satellites, Ocean Robots and the Marine Carbon Cycle short course at the Keck Institute for Space Studies at Caltech on October 7, 2013.