平均场博弈论(Mean-field Games)简介 平均场博弈论(Mean-Field Games)研究的是大量对象之间的博弈,探索在一个竞争的环境中,对象如何选择最优的决策。例如股市里大量根据其他用户行为交易股票的股民,海里游动的鱼群,在世界杯现场看足球赛的观众等。目前,平均场博弈论在经济、金融、机器学习等方面都有应用。那什么是...
http://www.science4all.org/article/mean-field-games/www.science4all.org/article/mean-field-games/ 主要内容 在经典博弈论中,它对附近其他鱼类的行为做出反应。这是非常复杂的,因为不同的鱼类之间会有大量的相互作用。这意味着经典博弈论对应于一长串高度耦合的方程。如果你不明白我的意思,别担心。本质...
平均场博弈论（Mean-Field Games）研究大量个体间的博弈，探索在竞争环境中，个体如何做出最优决策。它应用于经济、金融、机器学习等领域，简化决策过程。平均场博弈指对象决策依赖场景中所有对象决策的概率分布，而非单个考虑。以买菜为例，考虑市场价作为平均场，反映参与者决策概率分布，个体据此决定，简化...
37 A case study on stochastic games on large graphs in mean field and sparse regime 48:17 Differential Equations and Algebraic Geometry - 2 58:18 Differential Equations and Algebraic Geometry - 3 53:48 Differential Equations and Algebraic Geometry - 4 53:46 Graphon Mean Field Games and the ...
Mean Field Games 来自 Springer 喜欢 0 阅读量: 37 作者:PE Caines,M Huang,RP Malhamé 摘要: Mean field game (MFG) theory studies the existence of Nash equilibria, together with the individual strategies which generate them, in games involving a large number of asymptotically negligible agents ...
Mean-field Game: Mean-field is a hot topic in stochastic control., 视频播放量 71、弹幕量 0、点赞数 1、投硬币枚数 2、收藏人数 2、转发人数 0, 视频作者 wickdong, 作者简介 如果能让别人笑一笑,偶尔做做愚蠢的事情又何妨。,相关视频:Markov chains and martingal
we introduce a myopic mean-field response where each player implements a mean-field-taking strategy. We show that such a mean-field-taking strategy is an evolutionarily stable strategy in both finite and infinite regime. We provide closed-form expression of the optimal pricing that gives an effic...
Mean field game (MFG) theory studies the existence of Nash equilibria, together with the individual strategies which generate them, in games involving a large number of asymptotically negligible agents modeled by controlled stochastic dynamical systems. This is achieved by exploiting the relationship betw...
//www.springerreference.com/index/chapterdbid/364780© Springer-Verlag Berlin Heidelberg 2014Mean Field GamesDefinitionMean Field Game theory studies the existence of Nash equilibria, together with the individual strategies which (MFG)generate them, in games involving a large number of agents modeled ...
Mean-field games(MFG)研究的是多智能体博弈中的一类特殊情形:智能体对于总体的影响较小的情形。这种情况下,可以把智能体集体产生的结果作为一个平均场,然后建模智能体和这个平均场之间的相互作用。 该理论的提出主要是 Lasry and Lions 2007 的一个总结性工作(及其之前的系列工作), 不过原文我有点看不懂,所以这...