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Artificial intelligence test: a case study of intelligent vehicles
Li Li1; Yilun Lin2,5; Nan-Ning Zheng3; Fei-Yue Wang2,5; Yuehu Liu3; Dongpu Cao4,6; Kunfeng Wang2; Wu-Ling Huang2
Source PublicationArtificial Intelligence Review

To meet the urgent requirement of reliable artificial intelligence applications, we discuss the tight link between artificial intelligence and intelligence test in this paper. We highlight the role of tasks in the intelligence test for all kinds of artificial intelligence. We explain
the necessity and difficulty of describing tasks for intelligence test, checking all the tasks that may encounter in an intelligence test, designing simulation-based test, and setting appropriate test performance evaluation indices. As an example, we present how to design reliable intelligence test for intelligent vehicles. Finally, we discuss the future research directions of the intelligence test.

KeywordArtificial Intelligence Intelligence Test Turing Test Simulation Test
Indexed BySCI
Funding ProjectNational Natural Science Foundation of China[61533019] ; Beijing Municipal Science and Technology Commission Program, China[D171100000317002]
Document Type期刊论文
Corresponding AuthorFei-Yue Wang
Affiliation1.Department of Automation, BNRist, Tsinghua University, Beijing 100084, China
2.The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
3.Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an 710049, China
4.Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L3G1, Canada
5.Qingdao Academy of Intelligent Industries, Qingdao 266109, Shandong, China
6.VIPioneers (HuiTuo) Inc., Qingdao 266109, Shandong, China
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Li Li,Yilun Lin,Nan-Ning Zheng,et al. Artificial intelligence test: a case study of intelligent vehicles[J]. Artificial Intelligence Review,2018,50(3):441–465.
APA Li Li.,Yilun Lin.,Nan-Ning Zheng.,Fei-Yue Wang.,Yuehu Liu.,...&Wu-Ling Huang.(2018).Artificial intelligence test: a case study of intelligent vehicles.Artificial Intelligence Review,50(3),441–465.
MLA Li Li,et al."Artificial intelligence test: a case study of intelligent vehicles".Artificial Intelligence Review 50.3(2018):441–465.
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