DRIFT: Deep Reinforcement Learning for Functional Software Testing.
Luke HarriesRebekah Storan ClarkeTimothy ChapmanSwamy V. P. L. N. NallamalliLevent ÖzgürShuktika JainAlex LeungSteve LimAaron DietrichJosé Miguel Hernández-LobatoTom EllisCheng ZhangKamil CiosekPublished in: CoRR (2020)
Keyphrases
- software testing
- reinforcement learning
- test cases
- software development
- integration testing
- quality assurance
- software engineering
- software systems
- control flow
- fault localization
- test case generation
- testing process
- software reliability
- function approximation
- regression testing
- test data generation
- machine learning
- white box testing
- learning algorithm
- labor intensive
- test generation
- state space
- code coverage
- software maintenance
- development process
- multi agent
- test suite
- formal specification
- e learning
- model based testing
- information systems