Artificial intelligence techniques in system testing

M Felderer, EP Enoiu, S Tahvili - Optimising the Software Development …, 2023 - Springer
Abstract System testing is essential for develo** high-quality systems, but the degree of
automation in system testing is still low. Therefore, there is high potential for Artificial …

Cpn4m: Testing multi-agent systems under organizational model m oise+ using colored petri nets

EMN Gonçalves, RA Machado, BC Rodrigues… - Applied Sciences, 2022 - mdpi.com
Multi-agent systems (MASs) are distributed and complex software that demand specific
software engineering features. Testing is a critical phase when validating software, and it is …

Complete agent-driven model-based system testing for autonomous systems

KI Eder, W Huang, J Peleska - ar** study
J Ramírez-Méndez, C Quesada-López… - … and Systems: ICITS …, 2021 - Springer
Automated software testing reduces manual work, increases test coverage, and improves
error detection. Model-Based Testing (MBT) is a testing approach that automatically …

Evaluation of an agent-based reinforcement learning framework for model-based testing

J Ramírez-Méndez… - 2024 IEEE VII Congreso …, 2024 - ieeexplore.ieee.org
This study evaluates an agent-based reinforcement learning framework for model-based
testing (MBT). The framework's performance was assessed on three key metrics …

Test'n'Mo: a collaborative platform for human testers and intelligent monitoring agents

F Ricca, V Mascardi, A Verri - Proceedings of the 5th ACM International …, 2021 - dl.acm.org
Many software bugs have disruptive consequences, both in financial terms and in loss of life.
Software Testing is one widely used approach to detect software bugs and ensure software …

Using Intelligent Agent for Automated Testing of Computer Games

G Schie - 2025 - studenttheses.uu.nl
Given the increasing complexity and the rising popularity of games, the importance of testing
increases as well. Currently, a lot of the testing is done by alpha testers because of their …

A synthetic agent to simulate decisional behaviour of designers working with an active recommender framework system

I Horváth, S Tepjit - Journal of Integrated Design and Process …, 2024 - content.iospress.com
ApplicationApplication-specific reasoning mechanisms (ASRMs) development is a rapidly
growing domain of systems engineering. A demonstrative implementation of an active …

A Systematic Map** Study in the area of Software Testing.

RA Aguilar, N Garcia, JC Díaz - International Journal of …, 2022 - search.ebscohost.com
This article offers an overview of the research developed in the last decade in the area of
software testing. Systematic Literature Map** was used as a research methodology, and …