Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences

doi:10.1109/JAS.2020.1003432

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	Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences
	Yingxu Wang; Ming Hou; Konstantinos N. Plataniotis; Sam Kwong; Henry Leung; Edward Tunstel; Imre J. Rudas; Ljiljana Trajkovic
发表期刊	IEEE/CAA Journal of Automatica Sinica
ISSN	2329-9266
	2021
卷号	8 期号:1 页码:52-63
摘要	Autonomous systems are an emerging AI technology functioning without human intervention underpinned by the latest advances in intelligence, cognition, computer, and systems sciences. This paper explores the intelligent and mathematical foundations of autonomous systems. It focuses on structural and behavioral properties that constitute the intelligent power of autonomous systems. It explains how system intelligence aggregates from reflexive, imperative, adaptive intelligence to autonomous and cognitive intelligence. A hierarchical intelligence model (HIM) is introduced to elaborate the evolution of human and system intelligence as an inductive process. The properties of system autonomy are formally analyzed towards a wide range of applications in computational intelligence and systems engineering. Emerging paradigms of autonomous systems including brain-inspired systems, cognitive robots, and autonomous knowledge learning systems are described. Advances in autonomous systems will pave a way towards highly intelligent machines for augmenting human capabilities.
关键词	Autonomous systems (AS) cognitive systems computational intelligence engineering paradigms intelligence science intelligent mathematics
DOI	10.1109/JAS.2020.1003432
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/43895
专题	学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Yingxu Wang,Ming Hou,Konstantinos N. Plataniotis,et al. Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(1):52-63.
APA	Yingxu Wang.,Ming Hou.,Konstantinos N. Plataniotis.,Sam Kwong.,Henry Leung.,...&Ljiljana Trajkovic.(2021).Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences.IEEE/CAA Journal of Automatica Sinica,8(1),52-63.
MLA	Yingxu Wang,et al."Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences".IEEE/CAA Journal of Automatica Sinica 8.1(2021):52-63.

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