在不同领域的辅助系统的代理设计模式-调查

Philipp Marks, Timo Müller, D. Vögeli, Tobias Jung, N. Jazdi, M. Weyrich
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引用次数: 4

摘要

多智能体系统范例用于各种应用场景,如制造控制或多智能体辅助系统,旨在为系统用户在特定任务或情况下提供帮助。随着多智能体辅助系统在工业自动化领域的应用越来越多,可以对这些应用的不同架构进行比较,并识别其异同。本文介绍了来自不同领域的18个基于agent的辅助系统的文献综述结果。在审查的体系结构中,可以识别七种不同的代理类型。在进一步的步骤中,已经确定并讨论了基于应用程序领域和自动化级别的设计模式。这些设计模式可用于促进未来多智能体辅助系统的开发。
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Agent Design Patterns for Assistance Systems in Various Domains - a Survey
The paradigm of multi-agent systems is used in various application scenarios like manufacturing control or multi-agent assistance systems that aim at providing assistance to the user of the system in a specific task or situation. With an increasing number of applications of multi agent assistance systems in the industrial automation domain, the different architectures of these applications can be compared and differences and similarities can be identified. This paper presents the results of the literature review of 18 agent-based assistance systems from different domains. Within the reviewed architectures, seven different agent types could be identified. In a further step, design patterns based on the application domain and the level of automation have been identified and discussed. These design patterns can be used to facilitate the development of future multi agent assistance systems.
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