Knowledge Commons of Institute of Automation,CAS
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 |
ISSN | 2168-2267 |
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 |
DOI | 10.1109/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 | Grant of China Scholarship Council[201704910284] ; National Natural Science Foundation of China[91720000] ; National Natural Science Foundation of China[61533019] ; National Natural Science Foundation of China[71701206] ; National Natural Science Foundation of China[61603381] ; 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 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/22567 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
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 |
第一作者单位 | 中国科学院自动化研究所 |
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. |
条目包含的文件 | 下载所有文件 | |||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
08424435.pdf(734KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论