Dr. Michael Herman
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.
Curriculum Vitae