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cs.GT2024
Inverse learning of black-box aggregator for robust Nash equilibrium
Guanpu Chen, Gehui Xu, Fengxiang He +3
In this note, we investigate the robustness of Nash equilibria (NE) in multi-player aggregative games with coupling constraints. There are many algorithms for computing an NE of an…
cs.GT2023★ 3 cited
Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms
Guanpu Chen, Gehui Xu, Fengxiang He +3
Wide machine learning tasks can be formulated as non-convex multi-player games, where Nash equilibrium (NE) is an acceptable solution to all players, since no one can benefit from…
cs.GT2022
Coincidence analysis of Stackelberg and Nash equilibria in three-player leader-follower security games
Gehui Xu, Guanpu Chen, Zhaoyang Cheng +2
There has been significant recent interest in leader-follower security games, where the leader dominates the decision process with the Stackelberg equilibrium (SE) strategy. Howeve…