Nonlinear System Identification and Control for Autonomous Robots

Most robots receive information about their own dynamics or about their environment before starting to work on their tasks. This makes them less fit for operating in unknown environments without human supervision. In this thesis, the goal is to let a robot learn the relation between its actions and perceptions autonomously. This problem is...