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On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener
Li, Li1; Zheng, Nan-Ning2; Wang, Fei-Yue3
Source PublicationIEEE TRANSACTIONS ON CYBERNETICS
ISSN2168-2267
2019-10-01
Volume49Issue:10Pages:3618-3626
Corresponding AuthorWang, Fei-Yue(feiyue.wang@ia.ac.cn)
AbstractTo give a high-level summary to current approaches for implementing artificial intelligence (AI), we explain the key commonalities and major differences between Turing's approach and Wiener's approach in this perspective. Especially, the problems, successful achievements, limitations, and future research directions of existing approaches that follow Weiner's ideas are addressed, respectively, aiming to provide readers with a good start point and a roadmap. Some other related topics, for example, the role of human experts in developing AI, are also discussed to seek potential solutions for some existing difficulties.
KeywordArtificial intelligence (AI) cybernetics
DOI10.1109/TCYB.2018.2884315
WOS KeywordNEURAL-NETWORKS ; REPRESENTATIONS ; SYSTEMS ; GAME ; CPS ; GO
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[61790565] ; National Natural Science Foundation of China[91520301] ; Beijing Municipal Commission of Transport Program[ZC179074Z] ; Intel Collaborative Research Institute for Intelligent and Automated Connected Vehicles
Funding OrganizationNational Natural Science Foundation of China ; Beijing Municipal Commission of Transport Program ; Intel Collaborative Research Institute for Intelligent and Automated Connected Vehicles
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS IDWOS:000473443900001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/26871
Collection中国科学院自动化研究所
Corresponding AuthorWang, Fei-Yue
Affiliation1.Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
2.Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Shaanxi, Peoples R China
3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100080, Peoples R China
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Li, Li,Zheng, Nan-Ning,Wang, Fei-Yue. On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener[J]. IEEE TRANSACTIONS ON CYBERNETICS,2019,49(10):3618-3626.
APA Li, Li,Zheng, Nan-Ning,&Wang, Fei-Yue.(2019).On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener.IEEE TRANSACTIONS ON CYBERNETICS,49(10),3618-3626.
MLA Li, Li,et al."On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener".IEEE TRANSACTIONS ON CYBERNETICS 49.10(2019):3618-3626.
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