A Survey of Cognitive Architectures in the Past 20 Years
Ye, Peijun1,2,3; Wang, Tao4; Wang, Fei-Yue1,2,5
发表期刊IEEE TRANSACTIONS ON CYBERNETICS
ISSN2168-2267
2018-12-01
卷号48期号:12页码:3280-3290
摘要

Building autonomous systems that achieve human level intelligence is one of the primary objectives in artificial intelligence (Al). It requires the study of a wide range of functions robustly across different phases of human cognition. This paper presents a review of agent cognitive architectures in the past 20 year's Al research. Different from software structures and simulation environments, most of the architectures concerned are established from mathematics and philosophy. They are categorized according to their knowledge processing patterns-symbolic, emergent or hybrid. All the relevant literature can be accessed publicly, particularly through the Internet. Available websites are also summarized for further reference.

关键词Agent artificial intelligence (Al) cognitive architecture (CA) survey
DOI10.1109/TCYB.2018.2857704
关键词[WOS]HUMAN-BEHAVIOR MODELS ; SYSTEMS ; AGENTS ; PERSPECTIVE ; SIMULATORS ; PMFSERV ; MEMORY ; GAMES ; ROBOT
收录类别SCI
语种英语
资助项目National Natural Science Foundation of China[61603381] ; National Natural Science Foundation of China[71701206] ; National Natural Science Foundation of China[61533019] ; National Natural Science Foundation of China[91720000] ; Grant of China Scholarship Council[201704910284]
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号WOS:000450613100002
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
被引频次:2[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/173211/22567
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
通讯作者Wang, Tao
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Qingdao Acad Intelligent Ind, Parallel Data Res Ctr, Qingdao 266109, Peoples R China
3.Univ Calif San Diego, Dept Cognit Sci, San Diego, CA 92122 USA
4.Natl Univ Def Technol, Coll Syst Engn, Changsha 410073, Hunan, Peoples R China
5.Natl Univ Def & Technol, Mil Computat Expt & Parallel Syst Res Ctr, Changsha 410073, Hunan, Peoples R China
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GB/T 7714
Ye, Peijun,Wang, Tao,Wang, Fei-Yue. A Survey of Cognitive Architectures in the Past 20 Years[J]. IEEE TRANSACTIONS ON CYBERNETICS,2018,48(12):3280-3290.
APA Ye, Peijun,Wang, Tao,&Wang, Fei-Yue.(2018).A Survey of Cognitive Architectures in the Past 20 Years.IEEE TRANSACTIONS ON CYBERNETICS,48(12),3280-3290.
MLA Ye, Peijun,et al."A Survey of Cognitive Architectures in the Past 20 Years".IEEE TRANSACTIONS ON CYBERNETICS 48.12(2018):3280-3290.
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