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A critical study of multi-agent systems: Models, architectures and applications.

机译:对多主体系统的批判性研究:模型,体系结构和应用程序。

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This is a review paper on multi-agent systems with focus that represents users in various tasks performed in a heterogeneous environment. This is a contentious topic that attracts many researchers and repels others. It represents a research frontier in a number of fields including computer science, artificial intelligence, robotics etc. Multi-agent system has been an extreme active research area since 1992, and now has raised considerable interest in the research community and in industry. But the long promised deployment has not materialized yet. This review paper looks back at the history, present status and potential future of multi-agent systems on critical view base. It consists of four chapters: Chapter 1 focuses on multi-agent system modeling; Chapter 2 on multi-agent systems architecture, Chapter 3 on multi-agent system applications, platforms and development tools, Chapter 4 gives a brief summary over multi-agent system history during the last 10 years, the present development status and future direction. This report has demonstrated that multi-agent system is still far away from complete. It expects a convincing story from either the artificial intelligence society or software engineering community. However, this does not prevent people from believing that agents systems would play significant roles in many application domains including software engineering, computer network, robotics, automated manufacturing, etc.
机译:这是一篇有关多代理系统的评论文章,重点介绍了代表在异构环境中执行的各种任务中的用户。这是一个有争议的话题,吸引了许多研究人员而排斥其他研究人员。它代表了计算机科学,人工智能,机器人技术等许多领域的研究前沿。多智能体系统自1992年以来一直是极为活跃的研究领域,如今引起了研究界和行业的极大兴趣。但是长期承诺的部署尚未实现。这篇综述文章回顾了基于关键视图的多代理系统的历史,现状和潜在的未来。它由四章组成:第1章着重于多主体系统建模。第2章介绍了多智能体系统的体系结构,第3章介绍了多智能体系统的应用程序,平台和开发工具,第4章简要总结了过去10年中的多智能体系统历史,当前的发展状况和未来的方向。该报告表明,多智能体系统还远远不够完善。它期待着来自人工智能学会或软件工程界的令人信服的故事。但是,这并不能阻止人们相信代理系统将在许多应用程序领域中扮演重要角色,包括软件工程,计算机网络,机器人技术,自动化制造等。

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