Deep Reinforcement Learning for Black-box Testing of Android Apps.
Andrea RomdhanaAlessio MerloMariano CeccatoPaolo TonellaPublished in: ACM Trans. Softw. Eng. Methodol. (2022)
Keyphrases
- black box
- reinforcement learning
- white box
- test cases
- integration testing
- white box testing
- mobile applications
- android platform
- black boxes
- mobile platforms
- mobile apps
- android application
- development tools
- function approximation
- software testing
- mobile devices
- state space
- smart phones
- temporal difference
- test data
- hybrid systems
- rule extraction
- machine learning
- malware detection
- testing process
- model free
- state transition
- m learning
- xml documents
- optimal policy
- life cycle
- markov decision processes