Artificial intelligence test: a case study of intelligent vehicles

被引：95
|
作者：
Li, Li [1 ,2 ,5 ]
Lin, Yi-Lun
Zheng, Nan-Ning [3 ]
Wang, Fei-Yue [2 ,5 ]
Liu, Yuehu [3 ]
Cao, Dongpu [4 ,6 ]
Wang, Kunfeng [2 ]
Huang, Wu-Ling [2 ]
机构：
[1] Tsinghua Univ, Dept Automat, BNRist, Beijing 100084, Peoples R China
[2] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
[3] Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Shaanxi, Peoples R China
[4] Univ Waterloo, Dept Mech & Mechatron Engn, Waterloo, ON N2L 3G1, Canada
[5] Qingdao Acad Intelligent Ind, Qingdao 266109, Shandong, Peoples R China
[6] VIPioneers HuiTuo Inc, Qingdao 266109, Shandong, Peoples R China
来源：
ARTIFICIAL INTELLIGENCE REVIEW | 2018年 / 50卷 / 03期
基金：
中国国家自然科学基金;
关键词：
Artificial intelligence; Intelligence test; Turing test; Simulation test; AUTONOMOUS VEHICLES; SCIENCE; PERFORMANCE; SAFETY; MODEL; GAME; GO;
D O I：
10.1007/s10462-018-9631-5
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
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 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.
引用
收藏
页码：441 / 465
页数：25
相关论文
共 50 条
  • [1] Artificial intelligence test: a case study of intelligent vehicles
    Li Li
    Yi-Lun Lin
    Nan-Ning Zheng
    Fei-Yue Wang
    Yuehu Liu
    Dongpu Cao
    Kunfeng Wang
    Wu-Ling Huang
    [J]. Artificial Intelligence Review, 2018, 50 : 441 - 465
  • [2] Artificial intelligence in intelligent vehicles: recent advances and future directions
    Zhang, Tao
    Zhao, Tianyu
    Qin, Yi
    Liu, Sucheng
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2023, 46 (08) : 905 - 911
  • [3] Risk and Trust in artificial intelligence technologies: A case study of Autonomous Vehicles
    Ben Ajenaghughrure, Ighoyota
    Sousa, Sonia Claudia da Costa
    Lamas, David
    [J]. 2020 13TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION (HSI), 2020, : 118 - 123
  • [4] An Artificial Intelligence based Prototype of Driver Drowsiness Detection for Intelligent Vehicles
    Purohit, Jahanvi
    Soni, Vaibhav
    Namdev, Anurag
    Mishra, Abhishek
    Samal, Satyajit
    [J]. 2023 IEEE World AI IoT Congress, AIIoT 2023, 2023, : 633 - 640
  • [5] Research on Intelligent Standardized English Test Systems with Artificial Intelligence
    Wang, Hongmei
    [J]. LECTURE NOTES IN REAL-TIME INTELLIGENT SYSTEMS (RTIS 2016), 2018, 613 : 33 - 40
  • [6] Intelligent driving intelligence test for autonomous vehicles with naturalistic and adversarial environment
    Feng, Shuo
    Yan, Xintao
    Sun, Haowei
    Feng, Yiheng
    Liu, Henry X.
    [J]. NATURE COMMUNICATIONS, 2021, 12 (01)
  • [7] Intelligent driving intelligence test for autonomous vehicles with naturalistic and adversarial environment
    Shuo Feng
    Xintao Yan
    Haowei Sun
    Yiheng Feng
    Henry X. Liu
    [J]. Nature Communications, 12
  • [8] The Use of Intelligent Vehicles and Artificial Intelligence in Mining Operations: Ethics, Responsibility, and Sustainability
    Ge, Shirong
    Xie, Yuting
    Liu, Kunhua
    Ding, Zhen
    Hu, Eryi
    Chen, Long
    Wang, Fei-Yue
    [J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 8 (02): : 1021 - 1024
  • [9] Intelligent Integration: Harnessing Artificial Intelligence for Enhanced Performace and Efficiency in Electric Vehicles
    Pardhasaradhi, Billa
    Shilaja, C.
    Gopinath, S.
    Vasuki, P.
    Arun, V.
    Purushottama, T. L.
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (05) : 376 - 385
  • [10] Survey on Artificial Intelligence for Vehicles
    Li, Jun
    Cheng, Hong
    Guo, Hongliang
    Qiu, Shaobo
    [J]. AUTOMOTIVE INNOVATION, 2018, 1 (01) : 2 - 14
12345