The Ising antiferromagnet in the replica symmetric phase. - Christian Fabian 001; Philipp Loick (CoRR, 2021)

Learning Sparse Graphon Mean Field Games. - Christian Fabian 001; Kai Cui 001; Heinz Koeppl (AISTATS, 2023)

Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control. - Kai Cui 001; Mengguang Li; Christian Fabian 001; Heinz Koeppl (ICRA, 2023)

UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment. - Kai Cui 001; Lars Baumgärtner; Mustafa Burak Yilmaz; Mengguang Li; Christian Fabian 001; Benjamin Becker; Lin Xiang; Maximilian Bauer; Heinz Koeppl (LCN, 2023)

Multi-Agent Reinforcement Learning via Mean Field Control: Common Noise, Major Agents and Approximation Properties. - Kai Cui 001; Christian Fabian 001; Heinz Koeppl (CoRR, 2023)

UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment. - Kai Cui 001; Lars Baumgärtner; Burak Yilmaz; Mengguang Li; Christian Fabian 001; Benjamin Becker; Lin Xiang; Maximilian Bauer; Heinz Koeppl (CoRR, 2023)

Mean Field Games on Weighted and Directed Graphs via Colored Digraphons. - Christian Fabian 001; Kai Cui 001; Heinz Koeppl (IEEE Control. Syst. Lett., 2023)

Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior. - Kai Cui 001; Sascha Hauck; Christian Fabian 001; Heinz Koeppl (ICLR, 2024)

Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach. - Christian Fabian 001; Kai Cui 001; Heinz Koeppl (ICLR, 2024)

Major-Minor Mean Field Multi-Agent Reinforcement Learning. - Kai Cui 001; Christian Fabian 001; Anam Tahir; Heinz Koeppl (ICML, 2024)

Bounded Rationality Equilibrium Learning in Mean Field Games. - Yannick Eich; Christian Fabian 001; Kai Cui 001; Heinz Koeppl (AAAI, 2025)

Learning Mean Field Control on Sparse Graphs. - Christian Fabian 001; Kai Cui 001; Heinz Koeppl (CoRR, 2025)