Content area
Abstract
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 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 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 intelligence test.
Details
Title
Artificial intelligence test: a case study of intelligent vehicles
Author
Li, Li 1 ; Yi-Lun, Lin 2 ; Nan-Ning Zheng 3 ; Wang, Fei-Yue 2
; Liu, Yuehu 3 ; Cao, Dongpu 4 ; Wang, Kunfeng 5 ; Wu-Ling, Huang 5
1 Department of Automation, BNRist, Tsinghua University, Beijing, China
2 The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Qingdao Academy of Intelligent Industries, Qingdao, Shandong, China
3 Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China
4 Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada; VIPioneers (HuiTuo) Inc., Qingdao, Shandong, China
5 The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
; Liu, Yuehu 3 ; Cao, Dongpu 4 ; Wang, Kunfeng 5 ; Wu-Ling, Huang 5 1 Department of Automation, BNRist, Tsinghua University, Beijing, China
2 The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Qingdao Academy of Intelligent Industries, Qingdao, Shandong, China
3 Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China
4 Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada; VIPioneers (HuiTuo) Inc., Qingdao, Shandong, China
5 The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
Pages
441-465
Publication year
2018
Publication date
Oct 2018
ISSN
02692821
e-ISSN
15737462
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2024253205
Copyright
Artificial Intelligence Review is a copyright of Springer, (2018). All Rights Reserved.