Mean-Field Game Theory，被称为新的博弈论大鱼 原文链接 在经典博弈论中，鱼类的行为是对附近其他鱼类的反应。这非常复杂，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。本质上，我的观点是，经典博弈论模型几乎不可能用3条鱼...
The New Big Fish Called Mean-Field Game Theory 原文链接 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...
In this paper, we present an application of mean field game theory for privacy leakage with large scale edge devices in edge computing because the edge devices are resource constrained. The contributions are threefold: first, we construct an individual cost function with a mean field term and ...
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12 An Overview of Knots and Gauge Theory 1:44:53 Differential Equations and Algebraic Geometry - 5 56:56 Estimating transport distances via Stein's method 1:00:09 Recent progress on random field Ising model-丁剑 51:45 Single-molecule insights for DNA_RNA_protein interactions and drug discovery...
Mean Field Games 来自 Springer 喜欢 0 阅读量: 34 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 ...
These notes are an introduction to Mean Field Game (MFG) theory, which models differential games involving infinitely many interacting players. We focus here on the Partial Differential Equations (PDEs) approach to MFGs. The two main parts of the text correspond to the two emblematic equations in...
Volume I of the book is entirely devoted to the theory of mean field games without a common noise. The first half of the volume provides a self-contained introduction to mean field games, starting from concrete illustrations of games with a finite number of players, and ending with ready-for...
摘要原文 Mean field games (MFGs) describe the limit, as $n$ tends to infinity, of stochastic differential games with $n$ players interacting with one another through their common empirical distribution. Under suitable smoothness assumptions that guarantee uniqueness of the MFG equilibrium, a form of...
Mean Field Game SystemWeak SolutionFokker-Planck EquationCompact State SpaceMean field games theory describes the strategic interactions in a large population of similar agents whereas the strategy of the individuals depend on the distribution law of the state. The...doi:10.1007/s40574-016-0105-x...