Luigi Libero Lucio Starace, Ph.D.

Assistant Professor @ Università degli Studi di Napoli Federico II, Italy.

GenRL at the SBST 2022 Tool Challenge

AuthorsSergio Di Martino, Andrea Romdhana, and Luigi Libero Lucio Starace.
conferenceSBST 2022 - 15th Search-Based Software Testing Workshop.
DOI10.1145/3526072.3527533

Abstract

GenRL is a Deep Reinforcement Learning-based tool designed to generate test cases for Lane-Keeping Assist Systems. In this paper, we briefly presents GenRL, and summarize the results of its participation in the Cyber-Physical Systems (CPS) tool competition at SBST 2022.

Data and Code

GenRL is available on GitHub! The Python code pipeline provided by the SBST 2022 CPS tool competition is avabilable here.