Verification and validation of AI simulation systems

Fei Liu; Ming Yang

Verification and validation of AI simulation systems

Fei Liu^*
, Ming Yang

^*Corresponding author for this work

School of Astronautics

Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Abstract

The application of Artificial Intelligence (AI) simulation systems continues to expand. Correspondingly, verification and validation (V&V) of AI simulation systems are gaining importance. However, this introduces new difficulties because of the dynamic nature of these AI models and the need to use experts to judge their validity. As a result, V&V techniques of AI simulation systems are deeply discussed, and validation criteria for AI simulation systems are presented.

Original language	English
Title of host publication	Proceedings of 2004 International Conference on Machine Learning and Cybernetics
Pages	3100-3105
Number of pages	6
State	Published - 2004
Event	Proceedings of 2004 International Conference on Machine Learning and Cybernetics - Shanghai, China Duration: 26 Aug 2004 → 29 Aug 2004

Publication series

Name	Proceedings of 2004 International Conference on Machine Learning and Cybernetics
Volume	5

Conference

Conference	Proceedings of 2004 International Conference on Machine Learning and Cybernetics
Country/Territory	China
City	Shanghai
Period	26/08/04 → 29/08/04

Keywords

Artificial Intelligence (AI)
Simulation systems
Validation criteria
Verification and validation (V&V)

Cite this

@inproceedings{c9a6632f4011438382879fd775240135,

title = "Verification and validation of AI simulation systems",

abstract = "The application of Artificial Intelligence (AI) simulation systems continues to expand. Correspondingly, verification and validation (V\&V) of AI simulation systems are gaining importance. However, this introduces new difficulties because of the dynamic nature of these AI models and the need to use experts to judge their validity. As a result, V\&V techniques of AI simulation systems are deeply discussed, and validation criteria for AI simulation systems are presented.",

keywords = "Artificial Intelligence (AI), Simulation systems, Validation criteria, Verification and validation (V\&V)",

author = "Fei Liu and Ming Yang",

year = "2004",

language = "英语",

isbn = "0780384032",

series = "Proceedings of 2004 International Conference on Machine Learning and Cybernetics",

pages = "3100--3105",

booktitle = "Proceedings of 2004 International Conference on Machine Learning and Cybernetics",

note = "Proceedings of 2004 International Conference on Machine Learning and Cybernetics ; Conference date: 26-08-2004 Through 29-08-2004",

}

Liu, F & Yang, M 2004, Verification and validation of AI simulation systems. in Proceedings of 2004 International Conference on Machine Learning and Cybernetics. Proceedings of 2004 International Conference on Machine Learning and Cybernetics, vol. 5, pp. 3100-3105, Proceedings of 2004 International Conference on Machine Learning and Cybernetics, Shanghai, China, 26/08/04.

Verification and validation of AI simulation systems. / Liu, Fei; Yang, Ming.
Proceedings of 2004 International Conference on Machine Learning and Cybernetics. 2004. p. 3100-3105 (Proceedings of 2004 International Conference on Machine Learning and Cybernetics; Vol. 5).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Liu, Fei

AU - Yang, Ming

PY - 2004

Y1 - 2004

N2 - The application of Artificial Intelligence (AI) simulation systems continues to expand. Correspondingly, verification and validation (V&V) of AI simulation systems are gaining importance. However, this introduces new difficulties because of the dynamic nature of these AI models and the need to use experts to judge their validity. As a result, V&V techniques of AI simulation systems are deeply discussed, and validation criteria for AI simulation systems are presented.

AB - The application of Artificial Intelligence (AI) simulation systems continues to expand. Correspondingly, verification and validation (V&V) of AI simulation systems are gaining importance. However, this introduces new difficulties because of the dynamic nature of these AI models and the need to use experts to judge their validity. As a result, V&V techniques of AI simulation systems are deeply discussed, and validation criteria for AI simulation systems are presented.

KW - Artificial Intelligence (AI)

KW - Simulation systems

KW - Validation criteria

KW - Verification and validation (V&V)

UR - https://www.scopus.com/pages/publications/6344292301

M3 - 会议稿件

AN - SCOPUS:6344292301

SN - 0780384032

T3 - Proceedings of 2004 International Conference on Machine Learning and Cybernetics

SP - 3100

EP - 3105

BT - Proceedings of 2004 International Conference on Machine Learning and Cybernetics

T2 - Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Y2 - 26 August 2004 through 29 August 2004

ER -

Verification and validation of AI simulation systems

Abstract

Publication series

Conference

Keywords

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