Automatic web testing using curiosity-driven reinforcement learning

• Main Authors: ZHENG, Yan, LIU, Yi, XIE, Xiaofei, LIU, Yepang, MA, Lei, HAO, Jianye, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7115; https://ink.library.smu.edu.sg/context/sis_research/article/8118/viewcontent/ICSE43902.2021.00048.pdf
• Institution: Singapore Management University

Web testing has long been recognized as a notoriously difficult task. Even nowadays, web testing still heavily relies on manual efforts while automated web testing is far from achieving human-level performance. Key challenges in web testing include dynamic content update and deep bugs hiding under c...