Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation.
Benjamin SteenhoekMichele TufanoNeel SundaresanAlexey SvyatkovskiyPublished in: CoRR (2023)
Keyphrases
- test generation
- high quality
- reinforcement learning
- test cases
- design automation
- symbolic execution
- test sequences
- quality assurance
- static analysis
- mutation testing
- markov decision processes
- life cycle
- learning algorithm
- data sets
- complex systems
- function approximation
- software testing
- optimal policy
- image quality
- query processing
- decision trees
- regression testing
- real world
- databases