Christian Fabian

Orcid: 0000-0003-4239-3861

Affiliations:
  • TU Darmstadt, Department of Electrical Engineering and Information Technology, Germany
  • Goethe University Frankfurt, Mathematics Institute, Frankfurt, Germany (former)


According to our database1, Christian Fabian authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Major-Minor Mean Field Multi-Agent Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons.
IEEE Control. Syst. Lett., 2023

UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment.
CoRR, 2023

Multi-Agent Reinforcement Learning via Mean Field Control: Common Noise, Major Agents and Approximation Properties.
CoRR, 2023

UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment.
Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Learning Sparse Graphon Mean Field Games.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021
The Ising antiferromagnet in the replica symmetric phase.
CoRR, 2021


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