A reinforcement learning-based approach to testing GUI of moblie applications.
Chuanqi TaoFengyu WangYuemeng GaoHongjing GuoJerry GaoPublished in: World Wide Web (WWW) (2024)
Keyphrases
- reinforcement learning
- test cases
- test case generation
- graphical user interface
- user interface
- reinforcement learning algorithms
- function approximation
- robotic control
- state space
- model free
- optimal control
- learning problems
- user friendly
- model based testing
- real time
- markov decision processes
- data sets
- operating system
- supervised learning
- least squares
- software testing
- dynamic programming
- learning capabilities
- knowledge base
- test generation
- temporal difference learning
- test data generation
- learning algorithm
- genetic algorithm