Cui, Kai ; Baumgärtner, Lars ; Yilmaz, Mustafa Burak ; Li, Mengguang ; Fabian, Christian ; Becker, Benjamin ; Xiang, Lin ; Bauer, Maximilian ; Koeppl, Heinz (2023)
UAV swarms for joint data ferrying and dynamic cell coverage via optimal transport descent and quadratic assignment.
IEEE 48th Conference on Local Computer Networks (LCN). Daytona Beach, FL, USA (02.10. - 05.10.2023)
doi: 10.1109/lcn58197.2023.10223388
Konferenzveröffentlichung, Bibliographie

Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2022)
Hypergraphon mean field games.
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 32 (11)
doi: 10.1063/5.0093758
Artikel, Bibliographie

Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2022)
Motif-based mean-field approximation of interacting particles on clustered networks.
In: Phys. Rev. E, 105
doi: 10.1103/PhysRevE.105.L042301
Artikel, Bibliographie

Cui, Kai ; Koeppl, Heinz (2022)
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning.
24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Virtual (13.-15.04.2021)
doi: 10.26083/tuprints-00021511
Konferenzveröffentlichung, Zweitveröffentlichung, Verlagsversion

Ourari, Ramzi ; Cui, Kai ; Elshamanhory, Ahmed ; Koeppl, Heinz (2022)
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning.
doi: 10.1109/ICRA46639.2022.9812221
Konferenzveröffentlichung, Bibliographie

Cui, Kai ; Koeppl, Heinz (2021)
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning.
24th International Conference on Artificial Intelligence and Statistics. Virtual Conference (13.-15.04.2021)
Konferenzveröffentlichung, Bibliographie