面向智能体编程语言中论证的知识表示

Alison R. Panisson, Rafael Heitor Bordini
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引用次数: 19

摘要

多智能体系统中的论证为不确定和冲突信息下的智能体推理提供了一种机制,也为智能体以一种更复杂的方式进行通信提供了一种机制,与其他形式的智能体通信相比,它允许智能体通过交换附加信息来相互理解。尽管论证技术可以在多智能体系统中发挥重要作用,但很少有研究将论证技术与面向智能体的编程语言相结合,从而开发利用这种组合技术的实际应用。在这项工作中,我们提出了一个基于面向代理的编程语言开发的论证框架。我们主要介绍这种集成的实际方面,重点关注由此产生的知识表示表达性。我们的方法允许开发多智能体应用程序,其中智能体能够在决策过程中使用参数以及进行通信。该框架已成功地用作医疗保健多代理原型应用程序开发的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge Representation for Argumentation in Agent-Oriented Programming Languages
Argumentation in multi-agent systems provides both a mechanism for agent reasoning under uncertainty and conflicting information as well as for communication in a more elaborate way, allowing agents to understand each other through the exchange of additional information when compared to other forms of agent communication. Even though argumentation techniques can play an important role in multi-agent systems, little research has been carried out on the issues in integrating argumentation techniques and agent-oriented programming languages, which would allow the development of practical applications taking advantage of such combined techniques. In this work, we present an argumentation framework developed on the basis of an agent-oriented programming language. We cover mainly the practical aspects of such integration, focusing on the knowledge representation expressivity resulting from it. Our approach allows the development of multi-agent applications where agents are able to use arguments in their decision-making processes as well as for communication. The framework has been successfully used as part of the development of a healthcare multi-agent prototype application.
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