A Survey of Cognitive Architectures in the Past 20 Years
Ye, Peijun1,2,3; Wang, Tao4; Wang, Fei-Yue1,2,5
Source PublicationIEEE TRANSACTIONS ON CYBERNETICS
ISSN2168-2267
2018-12-01
Volume48Issue:12Pages:3280-3290
Abstract

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.

KeywordAgent artificial intelligence (Al) cognitive architecture (CA) survey
DOI10.1109/TCYB.2018.2857704
WOS KeywordHUMAN-BEHAVIOR MODELS ; SYSTEMS ; AGENTS ; PERSPECTIVE ; SIMULATORS ; PMFSERV ; MEMORY ; GAMES ; ROBOT
Indexed BySCI
Language英语
Funding ProjectNational 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 Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS IDWOS:000450613100002
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/22567
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Corresponding AuthorWang, Tao
Affiliation1.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
First Author AffilicationChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Recommended Citation
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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