Address:
Saarland Informatics Campus
Campus D3.2 (DFKI), Room 2.11
66123 Saarbrücken, Germany
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Saarland Informatics Campus
Campus D3.2 (DFKI), Room 2.11
66123 Saarbrücken, Germany
Contact:
-
Other:
GoogleScholarAbout me
I am a Ph.D. student in the Modeling and Simulation group of Prof. Dr. Verena Wolf. I am also associated with the Center for European Research in Trusted AI (CERTAIN) and the Department of Neuro-mechanistic Modeling (NMM) at the German Research Center for Artificial Intelligence (DFKI).
My research centers around learning safe and general policies for solving sequential decision-making problems. Regarding safety, I study how reinforcement learning agents can be trained to obey given safety constraints. Regarding generalization, I investigate how neural networks can be trained to solve planning problems of arbitrary sizes.
Publications
Theses
- DSMC Evaluation Stages with Restart, Bachelor’s thesis, October 2022.
Co-supervised Students
- Michel Scherer, Bachelor’s thesis, ongoing.
Teaching
- Summer 24: Assistant for Special Topics in Deep Reinforcement Learning