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The Next Technological Wave: Intelligence Technology for Intelligence Super Agent [Research Frontier]

机译:下一波技术浪潮:用于智能超级代理的智能技术[研究前沿]

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摘要

Since the industrial revolution, technological evolution has been the defining aspect of societal progress. Among all the technologies that have emerged over the years, information technology is the one that truly revolutionized the modern lifestyle. To take information technology beyond information mining and communication, intelligence technology (InT) is required to manipulate the information and knowledge with human-like intelligence. However, transforming InT into the next technological wave requires a medium to actualize InT with all its potential. Therefore, in this paper, we propose an intelligence super agent (iSA) as an autonomous entity equipped with all categories of intelligence, i.e. cognitive, social, behavioral, ambient, collective, and genetic intelligences. To realize the iSA, we also present a modular architecture, named intelligence operating architecture (iOA), capable of implementing all aspects of InT along with a biologically-inspired thought process. As a novel implementation platform for the iSA, we present user-centered development of robots enacted through agent based modularization (UDREAM). The effectiveness of UDREAM is shown through some application-specific experiments with individual robots. Although the current iSA is for a limited number of services with a standalone robot, it can be extended to a more complex iSA.
机译:自工业革命以来,技术进步一直是社会进步的决定性方面。在这些年来出现的所有技术中,信息技术是真正改变了现代生活方式的技术。为了使信息技术超越信息挖掘和通信领域,需要智能技术(InT)来利用类人智能来操纵信息和知识。但是,将InT转换为下一波技术浪潮需要一种媒介来发挥InT的全部潜力。因此,在本文中,我们提出了一种智能超级代理(iSA),它是一种具有所有智能类别的自治实体,即认知,社会,行为,环境,集体和遗传智能。为了实现iSA,我们还提出了一种名为智能操作体系结构(iOA)的模块化体系结构,该体系结构能够实现InT的各个方面以及生物学启发的思维过程。作为iSA的新型实现平台,我们介绍了通过基于代理的模块化(UDREAM)制定的机器人以用户为中心的开发。 UDREAM的有效性通过使用单个机器人进行的一些特定于应用的实验得到了证明。尽管当前的iSA仅适用于使用独立机械手的有限数量的服务,但可以将其扩展到更复杂的iSA。

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