Improving the exploration strategy of an automated android GUI testing tool based on the Q-Learning algorithm by selecting potential actions

• Main Authors: Goh, Kwang Yi, Baharom, Salmi, Din, Jamilah
• Format: Article
• Published: Science Publication 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/101827/; https://thescipub.com/abstract/jcssp.2022.90.102

Researchers have proposed automated testing tools to minimise the effort and resources spent on testing GUIs. A relatively simple strategy employed by the proposed tools thus far is the observe-select-execute approach, where all of a GUI’s actions on its current state are observed, one action is sel...