Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration.
Helge SpiekerArnaud GotliebDusica MarijanMorten MossigePublished in: CoRR (2018)
Keyphrases
- test cases
- regression testing
- reinforcement learning
- test data
- test case selection
- test case generation
- testing process
- software testing
- test sequences
- test suite
- integration testing
- test data generation
- test generation
- action space
- data sets
- software maintenance
- black box
- state space
- number of test cases
- set of test cases
- learning algorithm
- domain specific languages
- continuous state and action spaces
- test suite reduction
- neural network
- continuous state spaces
- function approximation
- decision trees
- feature selection
- machine learning
- model free
- model based testing
- markov decision processes
- test set
- optimal policy