Automating GUI Testing with Image-Based Deep Reinforcement Learning.
Juha EskonenJulen KahlesJoel ReijonenPublished in: ACSOS (2020)
Keyphrases
- reinforcement learning
- test cases
- function approximation
- model based testing
- graphical user interface
- state space
- test case generation
- markov decision processes
- learning algorithm
- software testing
- user friendly
- white box testing
- dynamic programming
- user interface
- computer vision
- temporal difference
- learning capabilities
- temporal difference learning
- deep learning
- learning problems
- reward function
- test suite
- machine learning
- supervised learning
- case study
- information retrieval