Reinforcement learning for Android GUI testing.
David AdamoMd Khorrom KhanSreedevi KoppulaRenée C. BrycePublished in: A-TEST@ESEC/SIGSOFT FSE (2018)
Keyphrases
- testing process
- model based testing
- test cases
- reinforcement learning
- test data
- function approximation
- test set
- optimal policy
- reinforcement learning algorithms
- user friendly
- state space
- graphical user interface
- multi agent
- learning algorithm
- model free
- test case generation
- machine learning
- markov decision processes
- dynamic programming
- user interface
- software development
- supervised learning
- markov decision process
- stochastic approximation
- policy search
- mobile devices
- data sets
- robotic control