IMPACT: the interactive Maryland platform for agents collaborating together

K. A. Arisha, Sarit Kraus, Fatma Özcan, Robert B. Ross, V. S. Subrahmanian
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引用次数: 35

Abstract

We describe a platform called IMPACT to support multiagent interactions. The platform provides a set of servers (yellow pages, thesaurus, registration, type, and interface) that facilitate agent interoperability in an application independent manner. In IMPACT agents have an associated set of service descriptions, specifying the services they provide. We develop an HTML-like language for such service descriptions. When an agent wishes to identify another agent that provides a service, the requested service must be matched, using a metric approach, against existing service descriptions. We provide a formal framework within which this may be done, and develop algorithms to compute the k nearest matches, as well as all matches within a given distance from the requested service. We report on experiments evaluating our algorithms with large data sets.
影响:马里兰州代理商协作互动平台
我们描述了一个名为IMPACT的平台来支持多智能体交互。该平台提供了一组服务器(黄页、同义词库、注册、类型和接口),以独立于应用程序的方式促进代理的互操作性。在IMPACT中,代理有一组相关的服务描述,指定它们提供的服务。我们为这样的服务描述开发了一种类似html的语言。当一个代理希望识别提供服务的另一个代理时,所请求的服务必须使用度量方法与现有的服务描述相匹配。我们提供了一个正式的框架,在这个框架中可以做到这一点,并开发算法来计算k个最接近的匹配,以及从请求的服务给定距离内的所有匹配。我们报告了用大数据集评估我们算法的实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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