Prati
Christian Fabian
Christian Fabian
Potvrđena adresa e-pošte na tu-darmstadt.de - Početna stranica
Naslov
Citirano
Citirano
Godina
Learning sparse graphon mean field games
C Fabian, K Cui, H Koeppl
International Conference on Artificial Intelligence and Statistics, 4486-4514, 2023
242023
Major-Minor Mean Field Multi-Agent Reinforcement Learning
K Cui, C Fabian, A Tahir, H Koeppl
International Conference on Machine Learning (ICML), 2024
11*2024
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
K Cui, S Hauck, C Fabian, H Koeppl
International Conference on Learning Representations (ICLR), 2024
62024
Scalable task-driven robotic swarm control via collision avoidance and learning mean-field control
K Cui, M Li, C Fabian, H Koeppl
2023 IEEE International Conference on Robotics and Automation (ICRA), 1192-1199, 2023
62023
Mean field games on weighted and directed graphs via colored digraphons
C Fabian, K Cui, H Koeppl
IEEE Control Systems Letters 7, 877-882, 2022
52022
UAV swarms for joint data ferrying and dynamic cell coverage via optimal transport descent and quadratic assignment
K Cui, L Baumgärtner, MB Yilmaz, M Li, C Fabian, B Becker, L Xiang, ...
2023 IEEE 48th Conference on Local Computer Networks (LCN), 1-8, 2023
32023
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
C Fabian, K Cui, H Koeppl
International Conference on Learning Representations (ICLR), 2024
12024
Learning Mean Field Control on Sparse Graphs
C Fabian, K Cui, H Koeppl
arXiv preprint arXiv:2501.17079, 2025
2025
Bounded Rationality Equilibrium Learning in Mean Field Games
Y Eich, C Fabian, K Cui, H Koeppl
arXiv preprint arXiv:2411.07099, 2024
2024
The Ising antiferromagnet in the replica symmetric phase
C Fabian, P Loick
Extended Abstracts EuroComb 2021: European Conference on Combinatorics …, 2021
2021
Partially Observable Multi-Agent Reinforcement Learning using Mean Field Control
K Cui, SH Hauck, C Fabian, H Koeppl
ICML 2024 Workshop: Aligning Reinforcement Learning Experimentalists and …, 0
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