Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences
文献类型：期刊论文
| 作者 | Yingxu Wang; Ming Hou; Konstantinos N. Plataniotis; Sam Kwong; Henry Leung; Edward Tunstel; Imre J. Rudas; Ljiljana Trajkovic |
| 刊名 | IEEE/CAA Journal of Automatica Sinica
 |
| 出版日期 | 2021 |
| 卷号 | 8期号:1页码:52-63 |
| 关键词 | Autonomous systems (AS) cognitive systems computational intelligence engineering paradigms intelligence science intelligent mathematics |
| ISSN号 | 2329-9266 |
| DOI | 10.1109/JAS.2020.1003432 |
| 英文摘要 | 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. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/43895]  |
| 专题 | 自动化研究所_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. |
入库方式： OAI收割
来源：自动化研究所
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