Franziska Maercklin

Franziska Maercklin is a Professor of Computer Science at the University of Cologne's Faculty of Mathematics and Natural Sciences. Her research focuses on artificial intelligence, machine learning, and algorithmic game theory with applications in fairness-aware systems and multi-agent decision-making. She leads the Intelligent Systems Group and holds a ERC Starting Grant for her work on dynamic reinforcement learning frameworks.

Education: PhD in Computer Science (ETH Zurich, 2016), M.Sc. in Mathematics & Computer Science (University of Bonn, 2012).

Research interests emphasize ethical AI practices, optimization under societal constraints, and interpretable machine learning models for finance and resource allocation. Recent work explores decentralized learning architectures and fair algorithmic resource distribution mechanisms.

Awards include the prestigious NeurIPS 2022 Best Paper Award for contributions to multi-agent systems theory. Active in interdisciplinary collaborations with economics and social sciences departments.

Laboratory: Head of the Intelligent Systems Group focusing on AI ethics and distributed learning systems. No formal advisees listed in current materials.