The Robotics and Biomechanics theme is engaged with fundamental research in the design and analysis of robotic and biomechanical systems. We aim to build understanding of how physical mechanisms in robots and animals contribute to solving hard control problems. We build advanced machine learning algorithms for enhancing the cognitive and physical abilities of autonomous robots. We study and develop novel robot technology to better support humans while operating intelligently in the real world under extreme diversity and uncertainty. Some of our research areas include: