A Survey of Cognitive Architectures in the Past 20 Years | |
Ye, Peijun1,2,3; Wang, Tao4; Wang, Fei-Yue1,2,5 | |
刊名 | IEEE TRANSACTIONS ON CYBERNETICS |
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 |
DOI | 10.1109/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. |
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关键词 | HUMAN-BEHAVIOR MODELS ; SYSTEMS ; AGENTS ; PERSPECTIVE ; SIMULATORS ; PMFSERV ; MEMORY ; GAMES ; ROBOT |
WOS研究方向 | Automation & Control Systems ; Computer Science |
语种 | 英语 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
WOS记录号 | WOS:000450613100002 |
内容类型 | 期刊论文 |
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. |
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