Artificial intelligence test: a case study of intelligent vehicles

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 d...

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Bibliographic Details
Published in:The Artificial intelligence review 2018-10, Vol.50 (3), p.441-465
Main Authors: Li, Li, Lin, Yi-Lun, Zheng, Nan-Ning, Wang, Fei-Yue, Liu, Yuehu, Cao, Dongpu, Wang, Kunfeng, Huang, Wu-Ling
Format: Article
Language:English
Subjects:
Artificial Intelligence
Case studies
Computer Science
Control systems
Intelligence tests
Intelligent vehicles
Performance evaluation
Robotics
Robotics industry
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Summary: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.
ISSN:0269-2821
1573-7462
DOI:10.1007/s10462-018-9631-5