模糊中介作为信息融合的动态扩展

G. Vincenti, G. Trajkovski
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引用次数: 4

摘要

本文提出了一种信息融合领域的创新方法。模糊中介不同于其他算法,因为这种方法本质上是动态的。在这项工作中报告的实验分析了两个不同的控制器在试图通过路径操纵人工智能体时的相互作用。模糊中介作为融合引擎,对两个输入进行融合,产生单一输出。结果表明,模糊调解是一种有效的方法来调解两个不同的控制器。本文中报告的工作为创建一个有效的工具奠定了基础,该工具使用正反馈系统而不是负反馈系统来训练人类和非人类代理执行控制任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Mediation as a Dynamic Extension to Information Fusion
This paper presents an innovative approach to the field of information fusion. Fuzzy mediation differentiates itself from other algorithms, as this approach is dynamic in nature. The experiments reported in this work analyze the interaction of two distinct controllers as they try to maneuver an artificial agent through a path. Fuzzy mediation functions as fusion engine to integrate the two inputs to produce a single output. Results show that fuzzy mediation is a valid method to mediate between two distinct controllers. The work reported in this article lays the foundation for the creation of an effective tool that uses positive feedback systems instead of negative ones to train human and non-human agents in the performance of control tasks.
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