A Game-inspired Modeling Framework for Multiple Intelligent Agents Control Systems - A Water Resources Regulation Problem Application

Eliezer Arantes da Costa, C. Bottura
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引用次数: 1

Abstract

Some interesting papers apply concepts and modeling approaches for multiple interacting intelligent autonomous agents control systems analysis and design inspired in game theory, where 'players' are treated as 'agents', in several conflicts of interests situations. This paper presents and uses the named strategic games matrix (SGM) as a general framework for these new types of control problems. A methodology for analysis of hierarchical multilevel architectures models based on the SGM concept is applied to a water resources regulation control problem, with multiple interacting autonomous stakeholders, as posed by Hamalaien et al as "The Paijanne lake regulation policy" case.
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基于游戏的多智能体控制系统建模框架——水资源调控问题的应用
一些有趣的论文将概念和建模方法应用于多个相互作用的智能自主代理控制系统分析和设计,灵感来自博弈论,其中“玩家”被视为“代理”,在几个利益冲突的情况下。本文提出并使用战略对策矩阵(SGM)作为这类控制问题的一般框架。基于SGM概念的分层多层架构模型分析方法应用于水资源调控问题,该问题具有多个相互作用的自治利益相关者,如Hamalaien等人提出的“Paijanne湖调控政策”案例。
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