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Feb, 2020
一种两人零和博弈的平均场分析
A mean-field analysis of two-player zero-sum games
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Carles Domingo-Enrich, Samy Jelassi, Arthur Mensch, Grant Rotskoff, Joan Bruna
TL;DR
使用梯度下降法的粒子动态法可以在高维度的情况下找到两个玩家零和持续游戏中的混合纳什均衡，该方法对于训练对抗生成网络的混合模型是有效的。
Abstract
Finding
nash equilibria
in two-player zero-sum
continuous games
is a central problem in
machine learning
, e.g. for training both GANs and
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