The ARCO 2008 conference brought together leading researchers from around the world to discuss recent advances in robotics and autonomous systems. Key topics included new developments in machine learning, computer vision, and motion planning that are helping to make robots and autonomous vehicles safer and more capable. Conference attendees participated in workshops, presentations, and demonstrations to share knowledge and collaborate on pushing the boundaries of robotics and autonomy forward.