Christian Fabian

21 papers A* 6A 1B 1Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Approximately Solving Continuous-Time Mean Field Games with Finite State Spaces.
CoRR
Yannick Eich, Christian Fabian, Kai Cui, Heinz Koeppl
2025 A* conf
Bounded Rationality Equilibrium Learning in Mean Field Games.
AAAI
Yannick Eich, Christian Fabian, Kai Cui, Heinz Koeppl
2025 A* conf
Learning Mean Field Control on Sparse Graphs.
ICML
Christian Fabian, Kai Cui, Heinz Koeppl
2025 J jnl
Learning Mean Field Control on Sparse Graphs.
CoRR
Christian Fabian, Kai Cui, Heinz Koeppl
2025 J jnl
Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems.
Trans. Mach. Learn. Res.
Kai Cui, Sharif Azem, Christian Fabian, Kirill Kuroptev, Ramin Khalili, Osama Abboud, Florian Steinke, Heinz Koeppl
2024 J jnl
Bounded Rationality Equilibrium Learning in Mean Field Games.
CoRR
Yannick Eich, Christian Fabian, Kai Cui, Heinz Koeppl
2024 A* conf
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior.
ICLR
Kai Cui, Sascha Hauck, Christian Fabian, Heinz Koeppl
2024 A* conf
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach.
ICLR
Christian Fabian, Kai Cui, Heinz Koeppl
2024 J jnl
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach.
CoRR
Christian Fabian, Kai Cui, Heinz Koeppl
2024 A* conf
Major-Minor Mean Field Multi-Agent Reinforcement Learning.
ICML
Kai Cui, Christian Fabian, Anam Tahir, Heinz Koeppl
2023 J jnl
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior.
CoRR
Kai Cui, Sascha Hauck, Christian Fabian, Heinz Koeppl
2023 A conf
Learning Sparse Graphon Mean Field Games.
AISTATS
Christian Fabian, Kai Cui, Heinz Koeppl
2023 J jnl
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons.
IEEE Control. Syst. Lett.
Christian Fabian, Kai Cui, Heinz Koeppl
2023 J jnl
Multi-Agent Reinforcement Learning via Mean Field Control: Common Noise, Major Agents and Approximation Properties.
CoRR
Kai Cui, Christian Fabian, Heinz Koeppl
2023 A* conf
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control.
ICRA
Kai Cui, Mengguang Li, Christian Fabian, Heinz Koeppl
2023 B conf
UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment.
LCN
Kai Cui, Lars Baumgärtner, Mustafa Burak Yilmaz, Mengguang Li, Christian Fabian, Benjamin Becker, Lin Xiang, Maximilian Bauer, Heinz Koeppl
2023 J jnl
UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment.
CoRR
Kai Cui, Lars Baumgärtner, Burak Yilmaz, Mengguang Li, Christian Fabian, Benjamin Becker, Lin Xiang, Maximilian Bauer, Heinz Koeppl
2022 J jnl
Learning Sparse Graphon Mean Field Games.
CoRR
Christian Fabian, Kai Cui, Heinz Koeppl
2022 J jnl
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons.
CoRR
Christian Fabian, Kai Cui, Heinz Koeppl
2022 J jnl
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control.
CoRR
Kai Cui, Mengguang Li, Christian Fabian, Heinz Koeppl
2021 J jnl
The Ising antiferromagnet in the replica symmetric phase.
CoRR
Christian Fabian, Philipp Loick