In my research, I focus on theoretical and practical aspects of autonomous navigation for mobile robots. My main research area is probabilistic state estimation for localization and mapping in combination with motion planning and execution. I am also interested in machine learning and computer vision, as well as in autonomous cars, learning from demonstration and scene analysis.