Andreas Sauter

13 papers A 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
EvoIdeator: Evolving Scientific Ideas through Checklist-Grounded Reinforcement Learning.
CoRR
Andreas Sauter, Yuyue Zhao, Jacopo Urbani, Wenxiang Hu, Zaiqiao Meng, Lun Zhou, Xiaohui Yan, Yougang Lyu
2025 J jnl
ACTIVA: Amortized Causal Effect Estimation without Graphs via Transformer-based Variational Autoencoder.
CoRR
Andreas Sauter, Saber Salehkaleybar, Aske Plaat, Erman Acar
2025 J jnl
SHARPIE: A Modular Framework for Reinforcement Learning and Human-AI Interaction Experiments.
CoRR
Hüseyin Aydin, Kevin Godin-Dubois, Libio Goncalvez Braz, Floris den Hengst, Kim Baraka, Mustafa Mert Çelikok, Andreas Sauter, Shihan Wang, Frans A. Oliehoek
2025 — conf
Towards an Experimentation Platform for Hybrid Human-AI Sequential Decision-Making.
HHAI
Hüseyin Aydin, Kevin Godin-Dubois, Libio Goncalvez Braz, Floris den Hengst, Kim Baraka, Mustafa Mert Çelikok, Andreas Sauter, Shihan Wang, Frans A. Oliehoek
2024 — conf
CAGE: Causality-Aware Shapley Value for Global Explanations.
xAI (3)
Nils Ole Breuer, Andreas Sauter, Majid Mohammadi, Erman Acar
2024 J jnl
CAGE: Causality-Aware Shapley Value for Global Explanations.
CoRR
Nils Ole Breuer, Andreas Sauter, Majid Mohammadi, Erman Acar
2024 A conf
CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement Learning.
AAMAS
Andreas Sauter, Nicolò Botteghi, Erman Acar, Aske Plaat
2023 J jnl
EduGym: An Environment Suite for Reinforcement Learning Education.
CoRR
Thomas M. Moerland, Matthias Müller-Brockhausen, Zhao Yang, Andrius Bernatavicius, Koen Ponse, Tom Kouwenhoven, Andreas Sauter, Michiel van der Meer, Bram M. Renting, Aske Plaat
2023 J jnl
Evaluation of GPT-4 for chest X-ray impression generation: A reader study on performance and perception.
CoRR
Sebastian Ziegelmayer, Alexander W. Marka, Nicolas Lenhart, Nadja Nehls, Stefan Reischl, Felix Harder, Andreas Sauter, Marcus R. Makowski, Markus M. Graf, Joshua F. Gawlitza
2023 J jnl
Improving Image Quality of Sparse-view Lung Cancer CT Images with a Convolutional Neural Network.
CoRR
Annika Ries, Tina Dorosti, Johannes Thalhammer, Daniel Sasse, Andreas Sauter, Felix Meurer, Ashley Benne, Franz Pfeiffer, Daniela Pfeiffer
2022 J jnl
A Meta-Reinforcement Learning Algorithm for Causal Discovery.
CoRR
Andreas Sauter, Erman Acar, Vincent François-Lavet
2022 J jnl
Iodine Images in Dual-energy CT: Detection of Hepatic Steatosis by Quantitative Iodine Concentration Values.
J. Digit. Imaging
Stefanie Beck, Laurenz Jahn, Dominik Deniffel, Isabelle Riederer, Andreas Sauter, Marcus R. Makowski, Daniela Pfeiffer
2019 J jnl
Evaluation of a shortened cardiac MRI protocol for left ventricular examinations: diagnostic performance of T1-mapping and myocardial function analysis.
BMC Medical Imaging
Jonathan Nadjiri, Anna-Lena Zaschka, Alexandra S. Straeter, Andreas Sauter, Maximilian Englmaier, Florian Weis, Karl-Ludwig Laugwitz, Ernst J. Rummeny, Daniela Pfeiffer, Michael Rasper