DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software.
Chuan-Yung TsaiGraham W. TaylorPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- software testing
- test cases
- quality assurance
- software development
- software systems
- software tools
- test case generation
- search based software testing
- model free
- software maintenance
- function approximation
- computer systems
- source code
- data sets
- machine learning
- embedded software
- software developers
- testing process
- regression testing
- case study
- development lifecycle
- object oriented software
- policy search
- test data generation
- software reliability
- usability testing
- test set
- multi agent
- test suite
- generative model
- software projects
- unsupervised learning
- software architecture
- markov decision processes
- optimal policy