面向元模型认知博弈论的分类方法

F. Rabbi, Yngve Lamo, Ingrid Chieh Yu
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引用次数: 5

摘要

为了优化相互依赖系统的资源利用,我们需要对资源进行战略分析。博弈论是研究策略的一门学科。认知博弈论探讨个人如何推理他人的决策选择。这一理论对于优化分布式资源的使用起着至关重要的作用,因为我们的系统不断地为决策提供支持,而决策的结果依赖于其他系统。我们使用模型驱动的方法在软件模型和认知博弈论之间建立一座桥梁。在最初的工作中,我们展示了如何使用软件模型(如实体模型)来构建认知模型。我们提出了一种构建认知模型的算法,其中冲突情况使用图约束表示。我们使用来自医疗保健领域的示例来解释所建议的技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards a categorical approach for meta-modelling epistemic game theory
In order to optimize the use of resources of interdependent systems we need to perform strategic analysis of resources. Game theory is the discipline of science that studies strategy. Epistemic game theory explores how individuals reason about others choices for decision making. This theory can play a vital role for optimizing the use of distributed resources since our systems are continuously providing support for decision making where the outcome of a decision is dependent on other systems. We use a model driven approach to build a bridge between software models and epistemic game theory. In this initial work, we have shown how software models such as entity models may be used for building epistemic models. We propose an algorithm for constructing epistemic models where conflict situations are represented with the use of diagrammatic constraints. We use examples from the healthcare domain to explain the proposed technique.
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