A Software-Repair Robot Based on Continual Learning

被引：6

作者：

Baudry, Benoit ^{[1
]}

Chen, Zimin ^{[2
]}

Etemadi, Khashayar ^{[2
]}

Fu, Han ^{[2
]}

Ginelli, Davide ^{[3
]}

Kommrusch, Steve ^{[4
]}

Martinez, Matias ^{[5
]}

Monperrus, Martin ^{[6
]}

Ron Arteaga, Javier ^{[7
]}

Ye, He ^{[8
]}

Yu, Zhongxing ^{[9
]}

机构：

[1] KTH Royal Inst Technol, Software Technol, S-11428 Stockholm, Sweden

[2] KTH Royal Inst Technol, S-11428 Stockholm, Sweden

[3] Univ Milano Bicocca, Comp Sci, I-20166 Milan, Italy

[4] Colorado State Univ, Machine Learning, Ft Collins, CO 80523 USA

[5] Univ Polytech Hauts De France, F-59260 Valenciennes, France

[6] KTH Royal Inst Technol, Software Technol, S-10044 Stockholm, Sweden

[7] KTH Royal Inst Technol, Software Engn, S-11428 Stockholm, Sweden

[8] KTH Royal Inst Technol, Dept Theoret Comp Sci, S-11428 Stockholm, Sweden

[9] Shandong Univ, Sch Comp Sci & Technol, Jinan 266237, Peoples R China

来源：

IEEE SOFTWARE | 2021年 / 38卷 / 04期

关键词：

Maintenance engineering; Computer bugs; Software development management; Bot (Internet); Training data; Machine learning;

D O I：

10.1109/MS.2021.3070743

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

Software bugs are common, and correcting them accounts for a significant portion of the costs in the software development and maintenance process. In this article, we discuss R-Hero, our novel system for learning how to fix bugs based on continual training.

引用

页码：28 / 35

页数：8

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