Intelligent Autonomous Systems

Development of intelligent autonomous vehicles, as well as the development of intelligent robots that can assist people with daily tasks, is an interesting and challenging field of application for machine learning algorithms.

Intelligent Autonomous Systems

Picture: IAS

At IAS, we develop new algorithms, in particular for the areas of Reinforcement Learning, Learning from Demonstrations and Planning under Uncertainty and connect them to practical applications. Autonomous driving is a challenging and interesting practical task and testbed for those algorithms.

The teaching at the IAS includes courses in the advanced Bachelor's and Master's programs as well as internships, team projects and final theses. Supported by the transfer of basic technical knowledge and early practical relevance, the focus is on the development of new intelligent planning and control algorithms as well as intention recognition and modeling of traffic participants.