Testing and Reinforcement Learning-A Structured Literature Review

S Nayab, F Wotawa - 2024 IEEE 24th International Conference …, 2024 - ieeexplore.ieee.org
Reinforcement Learning has gained much attention in the last decade, leading to substantial
progress in Artificial Intelligence and its applications, especially in games and other areas …

Automation of user interface testing by reinforcement learning-based monkey agents

D Gerber, U Kapasiya, L Rosenbauer… - … Conference on Complex …, 2023 - Springer
Abstract The complexity of Graphical User Interfaces (GUIs) in consumer applications such
as home appliances has significantly risen in recent years. For example, the number of …

Evaluating the Effectiveness of Neuroevolution for Automated GUI-Based Software Testing

D Zimmermann, P Deubel… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
As software systems become increasingly complex, testing has become an essential
component of the development process to ensure the quality of the final product. However …

Automated Software Testing Using Machine Learning: A Systematic Map** Study

A Ahammad, M El Bajta… - 2024 10th International …, 2024 - ieeexplore.ieee.org
In today's digital world, software quality assurance is a crucial part of the Software
Development Life Cycle (SDLC), and automated testing is essential to this effort. This study …

A State Graph-Based Improved Framework for Monkey GUI Testing for EDA Desktop Applications

S Ali, M Fayek - 2023 13th International Conference on …, 2023 - ieeexplore.ieee.org
Monkey testing is one of the autonomous Graphical User Interface (GUI) automation testing
techniques. Due to the complex GUI of Electronic Design Automation (EDA) software …

Study on unsupervised machine learning applied to software testing based on resource usage

KGP Ruiz - 2024 - teses.usp.br
Systems are becoming increasingly complex in the software industry, which also makes
them more prone to failure. Ensuring software quality through rigorous testing is crucial, but …

Tredimensionell händelse-och kartvisualisering

M Henriksson Björklund, F Josefsson, D Kouznetsov… - 2022 - diva-portal.org
Följande rapport beskriver implementationen av projektet Smart City, ett system som visuellt
representerar händelser i realtid i Linkö**. Dessa händelser hämtades från öppna …