中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A Survey of Cognitive Architectures in the Past 20 Years

文献类型:期刊论文

作者Ye, Peijun1,2,3; Wang, Tao4; Wang, Fei-Yue1,2,5
刊名IEEE TRANSACTIONS ON CYBERNETICS
出版日期2018-12-01
卷号48期号:12页码:3280-3290
关键词Agent artificial intelligence (Al) cognitive architecture (CA) survey
ISSN号2168-2267
DOI10.1109/TCYB.2018.2857704
英文摘要

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.

WOS关键词HUMAN-BEHAVIOR MODELS ; SYSTEMS ; AGENTS ; PERSPECTIVE ; SIMULATORS ; PMFSERV ; MEMORY ; GAMES ; ROBOT
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
语种英语
WOS记录号WOS:000450613100002
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://ir.ia.ac.cn/handle/173211/22566]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
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
推荐引用方式
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.

入库方式: OAI收割

来源:自动化研究所

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