A reinforcement learning based approach to automated testing of Android applications.
Thi Anh Tuyet VuongShingo TakadaPublished in: A-TEST@ESEC/SIGSOFT FSE (2018)
Keyphrases
- reinforcement learning
- search based testing
- semi automated
- fully automated
- learning algorithm
- test cases
- machine learning
- state space
- test data generation
- multi agent
- transfer learning
- software testing
- optimal control
- robotic control
- temporal difference learning
- automated analysis
- reinforcement learning algorithms
- temporal difference
- search engine
- model free
- artificial neural networks
- information systems
- learning problems
- fully automatic
- markov decision processes
- data driven
- supervised learning
- dynamic programming