具有平均准则和紧态空间的风险敏感连续时间随机对策

IF 1.2 2区 数学 Q3 STATISTICS & PROBABILITY
Xin Guo, Zewu Zheng
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引用次数: 0

摘要

本文试图研究具有紧致状态和紧致动作空间的风险敏感平均连续时间随机对策。我们导出了风险敏感平均准则的等价Shapley方程。通过构造一个新的参数算子,分析其特征值的性质,证明了等效Shapley方程存在一个解,并建立了该值的存在性和一类历史依赖策略上的纳什均衡。此外,我们设计了一种计算博弈值的迭代算法,并证明了算法的收敛性。最后给出了两个算例来验证我们的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk-sensitive continuous-time stochastic games with the average criterion and a compact state space
This paper attempts to study the risk-sensitive average continuous-time stochastic game with compact state and action spaces. We derive an equivalent Shapley equation for the risk-sensitive average criterion. By building a novel parametric operator and analyzing the properties of an eigenvalue of the operator, we prove the equivalent Shapley equation admits a solution, and then establish the existence of the value and a Nash equilibrium over the class of history-dependent policies. Moreover, we design an iterative algorithm for computing the value of the game and prove the convergence of the algorithm. Finally, two examples are given to verify our results.
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来源期刊
Stochastic Processes and their Applications
Stochastic Processes and their Applications 数学-统计学与概率论
CiteScore
2.90
自引率
7.10%
发文量
180
审稿时长
23.6 weeks
期刊介绍: Stochastic Processes and their Applications publishes papers on the theory and applications of stochastic processes. It is concerned with concepts and techniques, and is oriented towards a broad spectrum of mathematical, scientific and engineering interests. Characterization, structural properties, inference and control of stochastic processes are covered. The journal is exacting and scholarly in its standards. Every effort is made to promote innovation, vitality, and communication between disciplines. All papers are refereed.
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