Autonomous gui testing using deep reinforcement learning
S Saber, F Elbadry, H Negm… - 2021 17th …, 2021 - ieeexplore.ieee.org
Automating software testing looks forward to speeding up testing processes and ensuring
possible replication of discovered software bugs. However, Automating the GUI testing …
possible replication of discovered software bugs. However, Automating the GUI testing …
Automating gui testing with image-based deep reinforcement learning
Users interact with modern applications and devices through graphical user interfaces
(GUIs). To ensure intuitive and easy usability, the GUIs need to be tested, where developers …
(GUIs). To ensure intuitive and easy usability, the GUIs need to be tested, where developers …
Towards a testing tool that learns to test
O Rodriguez-Valdes - 2021 IEEE/ACM 43rd International …, 2021 - ieeexplore.ieee.org
We will study the application of Reinforcement Learning techniques in automated GUI
testing. Using the scriptless GUI testing tool TESTAR as a vehicle, we will focus our research …
testing. Using the scriptless GUI testing tool TESTAR as a vehicle, we will focus our research …
Improving automated GUI testing by learning to avoid infeasible tests
N Walkinshaw - 2020 IEEE International Conference On …, 2020 - ieeexplore.ieee.org
Most modern end-user software applications are controlled through a graphical user
interface (GUI). When it comes to automated test selection, however, GUIs present two major …
interface (GUI). When it comes to automated test selection, however, GUIs present two major …
Efficiency matters: Speeding up automated testing with gui rendering inference
Due to the importance of Android app quality assurance, many automated GUI testing tools
have been developed. Although the test algorithms have been improved, the impact of GUI …
have been developed. Although the test algorithms have been improved, the impact of GUI …
REDQT: a method for automated mobile application GUI testing based on deep reinforcement learning algorithms
As mobile applications become increasingly prevalent in daily life, the demand for their
functionality and reliability continues to grow. Traditional mobile application testing methods …
functionality and reliability continues to grow. Traditional mobile application testing methods …
GUI-Based Software Testing: An Automated Approach Using GPT-4 and Selenium WebDriver
D Zimmermann, A Koziolek - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
This paper presents a novel method for GUI testing in web applications that largely
automates the process by integrating the advanced language model GPT-4 with Selenium, a …
automates the process by integrating the advanced language model GPT-4 with Selenium, a …
Drift: Deep reinforcement learning for functional software testing
L Harries, RS Clarke, T Chapman… - arXiv preprint arXiv …, 2020 - arxiv.org
Efficient software testing is essential for productive software development and reliable user
experiences. As human testing is inefficient and expensive, automated software testing is …
experiences. As human testing is inefficient and expensive, automated software testing is …
Unirltest: universal platform-independent testing with reinforcement learning via image understanding
GUI testing has been prevailing in software testing. However, existing automated GUI testing
tools mostly rely on frameworks of a specific platform. Testers have to fully understand …
tools mostly rely on frameworks of a specific platform. Testers have to fully understand …
Estimating return on investment for gui test automation frameworks
Automated graphical user interface (GUI) tests can reduce manual testing activities and
increase test frequency. This motivates the conversion of manual test cases into automated …
increase test frequency. This motivates the conversion of manual test cases into automated …