The Autonomous Systems research unit is based at the Institute for Intelligent Systems and is researching the optimal cooperation of autonomous robots as a collective: from perception to action. It also investigates the adaptation of learnt skills to changing environments and tasks through efficient and continuous machine learning based on data collected in the distributed production of a smart factory grid.