Hypergraphon Mean Field Games

30 March 2022

Papers citing "Hypergraphon Mean Field Games"

8 / 8 papers shown

Title
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach Christian Fabian Kai Cui Heinz Koeppl 15 0 0 23 Jan 2024
Population-size-Aware Policy Optimization for Mean-Field Games Pengdeng Li Xinrun Wang Shuxin Li Hau Chan Bo An 21 2 0 07 Feb 2023
Learning Sparse Graphon Mean Field Games Christian Fabian Kai Cui Heinz Koeppl AI4CE 35 16 0 08 Sep 2022
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning Kai Cui Anam Tahir Gizem Ekinci Ahmed Elshamanhory Yannick Eich Mengguang Li Heinz Koeppl AI4CE 89 15 0 08 Sep 2022
Generalization in Mean Field Games by Learning Master Policies Sarah Perrin Mathieu Laurière Julien Pérolat Romuald Élie M. Geist Olivier Pietquin AI4CE 89 35 0 20 Sep 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 106 274 0 20 Apr 2021
Scaling up Mean Field Games with Online Mirror Descent Julien Perolat Sarah Perrin Romuald Elie Mathieu Laurière Georgios Piliouras M. Geist K. Tuyls Olivier Pietquin LRM AI4CE 61 45 0 28 Feb 2021
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning Kai Cui Heinz Koeppl 64 91 0 02 Feb 2021