Tobias is a Ph.D. student at the Professorship of Business Analytics & Intelligent Systems at TUM School of Management, and associated with the DFG Research Training Group AdONE. Previously, he worked as a management consultant at McKinsey & Company. Tobias holds a Master of Science in Quantitative Finance from ETH and University of Zurich as well as a Bachelor of Science in Physics from ETH Zurich. His research focuses on the application of deep reinforcement learning to operations research, in particular transportation problems.
Besides academics, Tobias enjoys traveling, doing sports and reading.
- Control of autonomous mobility on demand systems with deep reinforcement learning
- Hybrid and multi-agent deep reinforcement learning
- Robustness of deep reinforcement learning in operations research