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Enhancing the generalization capability of 2D array pointer networks through multiple teacher-forcing knowledge distillation

Qidong Liu Xin Shen Chaoyue Liu Dong Chen Xin Zhou Mingliang Xu

Journal of Automation and Intelligence2025，Vol.4Issue(1)：P.29-38,10.

Journal of Automation and Intelligence2025，Vol.4Issue(1)：P.29-38,10.DOI:10.1016/j.jai.2024.12.007

Enhancing the generalization capability of 2D array pointer networks through multiple teacher-forcing knowledge distillation

Qidong Liu ¹Xin Shen ²Chaoyue Liu ²Dong Chen ¹Xin Zhou ³Mingliang Xu¹

作者信息

1. School of Computer Science and Artificial Intelligence,Zhengzhou University,Zhengzhou,450001,China National Supercomputing Center in Zhengzhou,Zhengzhou,450001,China
2. School of Computer Science and Artificial Intelligence,Zhengzhou University,Zhengzhou,450001,China
3. Nanyang Technological University,Nanyang Avenue,639798,Singapore
折叠

摘要

关键词

Vehicle routing problem/Multi-teacher knowledge distillation/Teacher-forcing/Pointer network

分类

信息技术与安全科学

引用本文复制引用

Qidong Liu,Xin Shen,Chaoyue Liu,Dong Chen,Xin Zhou,Mingliang Xu..Enhancing the generalization capability of 2D array pointer networks through multiple teacher-forcing knowledge distillation[J].Journal of Automation and Intelligence,2025,4(1):P.29-38,10.

基金项目

in part by the National Science Foundation of China under Grant No.62276238 （）

in part by the National Science Foundation for Distinguished Young Scholars of China under Grant No.62325602 （）

in part by the Natural Science Foundation of Henan,China under Grant No.232300421095. （）

Journal of Automation and Intelligence

ISSN：2097-504X

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