Coalitional Stochastic Differential Games for Networks

被引:3
|
作者
Barreiro-Gomez, Julian [1 ]
Zhu, Quanyan [2 ]
机构
[1] New York Univ Abu Dhabi, NYUAD Res Inst, Abu Dhabi, U Arab Emirates
[2] NYU, Dept Elect & Comp Engn, Brooklyn, NY 11201 USA
来源
基金
美国国家科学基金会;
关键词
Costs; Differential games; Couplings; Indexes; Games; Minimization; Standards; Stochastic differential games; distributed control; coalitional games; Shapley value;
D O I
10.1109/LCSYS.2022.3175333
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a networked stochastic cooperative differential game by incorporating two types of networks that allow us to study both the dynamic coupling among decision-makers and their strategic interaction. We study a class of coalitional stochastic differential games by means of the Shapley value to determine how influential the edges of either the dynamic coupling or strategic interaction network are in the minimization of the common cost functional in the differential game. Different from most of the literature where the power index is associated to the decision-makers, here we focus on the power index for the network links. We introduce fairness for the distribution of costs by introducing a network-based power index for the decision-makers.
引用
收藏
页码:2707 / 2712
页数:6
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