Fastbot2: Reusable Automated Model-based GUI Testing for Android Enhanced by Reinforcement Learning.
Zhengwei LvChao PengZhao ZhangTing SuKai LiuPing YangPublished in: ASE (2022)
Keyphrases
- reinforcement learning
- model free
- test cases
- object oriented software
- data driven
- test case generation
- semi automated
- function approximation
- optimal policy
- search based testing
- model based testing
- graphical user interface
- data flow
- fully automated
- learning algorithm
- multi agent
- mobile devices
- machine learning
- robotic control
- multi agent reinforcement learning
- reinforcement learning methods
- computer aided
- mobile applications
- action selection
- reinforcement learning algorithms
- learning process
- fully unsupervised
- hidden markov models
- regression testing
- software development
- multi agent systems
- software systems
- test data
- design patterns