To operate in environments built for humans, future robots need to possess human-like capabilities in areas such as perception, manipulation, and reasoning. Intelligent Robotics group at Aalto University’s School of Electrical Engineering works actively to develop intelligent robotic systems and robotic vision with a particular emphasis on methods and systems that cope with imperfect knowledge and uncertain sensors.