I'm a Research Scientist at the Bosch Center for Artificial Intelligence. My general research areas are machine learning and multiagent systems. The current focus of my work is on imitation learning. Frequently my work also includes theoretical analysis for guarantees/verification, as well as statistical, robustness and interpretability aspects. One application domain I work on is realistic simulation for automated driving safety validation.
Prior to joining Bosch, I did my doctorate and a postdoc in machine learning at the Max Planck Institute for Intelligent Systems . Before, I studied mathematics at Heidelberg University and Humboldt University of Berlin.
My Research Fields
- Machine Learning
- Imitation Learning
- Multiagent Systems