Currently, I am a Project Lead and Research Scientist working on Behavior Prediction for Assisted and Automated Driving
at the Bosch Center for Artificial Intelligence. Together with my project team, I am solving
Human Motion Prediction Problems using Deep Learning, Probabilistic Graphical Models, and Imitation Learning.
Prior to that I did my PhD at Bosch and the Autonomous Intelligent Systems Lab at the University of Freiburg, which is
headed by Prof. Wolfram Burgard. My current research is focused on
learning prediction models in multi-agent systems. Furthermore, I am interested in
learning generalizable representations of an experts motivation or goal from observed behavior
to enable programming by demonstration in complex, unknown environments.