Selected publications
Testing of Deep Reinforcement Learning Agents with Surrogate Models
Matteo Biagiola, Paolo Tonella
ACM Transactions on Software Engineering and Methodology (TOSEM)
[PDF]
Testing the Plasticity of Reinforcement Learning Based Systems
Matteo Biagiola, Paolo Tonella
ACM Transactions on Software Engineering and Methodology (TOSEM)
[PDF]
Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing
Matteo Biagiola, Andrea Stocco, Vincenzo Riccio, Paolo Tonella
Empirical Software Engineering (EMSE)
[PDF]
Adversarial Testing with Reinforcement Learning: A Case Study on Autonomous Driving
Andréa Doreste, Matteo Biagiola, Paolo Tonella
In 17th IEEE International Conference on Software Testing, Validation and Verification, ICST 2024
[PDF]
Dependency-Aware Web Test Generation
Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella
In 13th IEEE International Conference on Software Testing, Validation and Verification, ICST 2020
[PDF]
Web Test Dependency Detection
Matteo Biagiola, Andrea Stocco, Ali Mesbah, Filippo Ricca, Paolo Tonella
In Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/SIGSOFT FSE 2019
[PDF]
Diversity-Based Web Test Generation
Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella
In Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/SIGSOFT FSE 2019
[PDF]
Search Based Path and Input Data Generation for Web Application Testing
Matteo Biagiola, Filippo Ricca, Paolo Tonella
In Search Based Software Engineering: 9th International Symposium, SSBSE 2017, Paderborn, Germany, September 9-11, 2017, Proceedings 9 2017 (pp. 18-32). Springer International Publishing.
[PDF]
Not Yet Accepted Publications
Boundary State Generation for Testing and Improvement of Autonomous Driving Systems
Matteo Biagiola, Paolo Tonella
[PDF]
Neural Embeddings for Web Testing
Andrea Stocco, Alexandra Willi, Luigi Libero Lucio Starace, Matteo Biagiola, and Paolo Tonella
[PDF]