Finn Rietz

Finn Rietz

PhD student

AASS Research Center
School of Science and Technology
Örebro University
70182 Örebro, Sweden
Room T1224
Phone +46 (0)19 30 13 59
finn.rietz@oru.se

Google Scholar

I am a Ph.D. student in Computer Science at Örebro University, at the Autonomous Mobile Manipulation Lab, originally from Hamburg, Germany.

My research interests are, broadly speaking, Deep Reinforcement Learning (DRL), Explainable AI (XAI), and Robotics. I believe that the DRL framework has immense potential for industry automation and optimization, but also think that the intransparency of Deep Neural Network-based AI systems must be addressed for safe real-world employment of these technologies. This is the overall problem I hope to contribute towards within the scope of my Ph.D.

M. Sc. Computer Science, University of Hamburg, 2021
B. Sc. Human-Computer Interaction, University of Hamburg, 2019

 

 


Publications

Journal Articles

[1] F. Rietz, S. Magg, F. Heintz, T. Stoyanov, S. Wermter and J. A. Stork. Hierarchical goals contextualize local reward decomposition explanations. Neural Computing & Applications 2022BibTeX | DiVA ]

Refereed Conference and Workshop Articles

[1] F. Rietz, E. Schaffernicht, T. Stoyanov and J. A. Stork. Towards Task-Prioritized Policy Composition. 2022BibTeX | DiVA ]