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Artificial intelligence test: a case study of intelligent vehicles

文献类型：期刊论文

作者Li Li1; Yilun Lin2,5; Nan-Ning Zheng3; Fei-Yue Wang2,5; Yuehu Liu3; Dongpu Cao4,6; Kunfeng Wang2; Wu-Ling Huang2
刊名Artificial Intelligence Review
出版日期2018
卷号50期号:3页码:441–465
关键词Artificial Intelligence Intelligence Test Turing Test Simulation Test
英文摘要

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.

资助项目National Natural Science Foundation of China[61533019] ; Beijing Municipal Science and Technology Commission Program, China[D171100000317002]
语种英语
源URL[http://ir.ia.ac.cn/handle/173211/23647]  
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Fei-Yue Wang
作者单位1.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
推荐引用方式
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.

入库方式： OAI收割

来源：自动化研究所

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