Deeply Reinforcing Android GUI Testing with Deep Reinforcement Learning.
Yuanhong LanYifei LuZhong LiMinxue PanWenhua YangTian ZhangXuandong LiPublished in: ICSE (2024)
Keyphrases
- reinforcement learning
- test cases
- model based testing
- user interface
- state space
- function approximation
- mobile devices
- model free
- multi agent reinforcement learning
- graphical user interface
- reinforcement learning algorithms
- machine learning
- optimal policy
- graphical user interfaces
- test case generation
- user friendly
- neural network
- temporal difference
- wifi
- software development
- deep learning
- reinforcement learning methods
- stochastic approximation
- testing process
- dynamic programming