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Stefan Heidekrüger |
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Department of Informatics (I18)
Technical University of Munich
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| E-Mail: | stefan heidekrueger tum de . @ . |
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Room 01.10.056
Boltzmannstr. 3
85748 München, Germany
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| Phone: | +49 (0) 89 289 - 17530 | |
| Hours: | by arrangement | |
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I'm a PhD student at the DSS chair supervised by Prof. Bichler. My research focusses on computation of equilibria in markets and auctions via multi-agent reinforcement learning methods.
We currently have several possible topics for student projects (MSc or BSc theses, IDP, Guided Research) in this research area. If you're looking for a project and interested in (Multi-Agent) Reinforcement Learning, Neural Networks, Nonlinear Optimization, Market Design and/or Algorithmic Game Theory, feel free to get in touch.
Teaching
Courses
- WS 18/19, 19/20 Business Analytics, Teaching Assistant
- SS 19 Seminar on Data Mining, TA
Completed Student Projects
- Kevin D. Falkenstein Learning Equilibrium Strategies in Auctions via Deep Neural Networks, MSc Thesis (2018)
Short Bio
Education
- 2014 - 2016 M.Sc. Mathematics in Operations Research, Technische Universität München
- 2014 Erasmus+ student at KTH Royal Institute of Technology (Stockholm, Sweden)
- 2012 - 2013 Visiting Student at The Hong Kong University of Science and Technology
- 2010 - 2014 B.Sc. Mathematics, Technische Universität München
Working Experience
- Since 2018 Research Associate, Decision Sciences & Systems, Technische Universität München
- 2016 - 2018 Data Scientist, Business Analytics and Artificial Intelligence, Telefónica Germany
- 2013 - 2016 internships at a.hartrodt (2013) and zeb.rolfes.schierenbeck.associates (2015)
working student positions at a.hartrodt (2013-14), Telefónica Germany (2016), and SAP (2016)
student research assistant positions at TUM (2014, 2015) and HelmholtzZentrum München (2015-16)