ABSTRACT
AdaFrenetic is a test generation tool for testing Autonomous Driving System (ADS). It extends the genetic algorithm-based testing tool Frenetic by adjusting the road points to reduce the number of invalid test cases. This paper provides a brief overview of the tool and analyzes the results of AdaFrenetic's performance in the Cyber-physical systems (CPS) testing tool competition at SBST 2022.
- Ezequiel Castellano, Ahmet Cetinkaya, Cédric Ho Thanh, Stefan Klikovits, Xiaoyi Zhang, and Paolo Arcaini. 2021. Frenetic at the SBST 2021 tool competition. In 2021 IEEE/ACM 14th International Workshop on Search-Based Software Testing (SBST). IEEE, 36--37.Google ScholarCross Ref
- Alessio Gambi, Gunel Jahangirova, Vincenzo Riccio, and Fiorella Zampetti. 2022. SBST Tool Competition 2022. In 15th IEEE/ACM International Workshop on Search-Based Software Testing, SBST 2022, Pittsburgh, PA, USA, May 9, 2022. IEEE.Google ScholarDigital Library
- BeamNG GmbH. 2021. BeamNG.tech. https://www.beamng.tech/Google Scholar
- Gunel Jahangirova, Andrea Stocco, and Paolo Tonella. 2021. Quality metrics and oracles for autonomous vehicles testing. In 2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE, 194--204.Google ScholarCross Ref
- Matthew Johnson-Roberson, Charles Barto, Rounak Mehta, Sharath Nittur Sridhar, Karl Rosaen, and Ram Vasudevan. 2016. Driving in the matrix: Can virtual worlds replace human-generated annotations for real world tasks? arXiv preprint arXiv:1610.01983 (2016).Google Scholar
- Sebastiano Panichella, Alessio Gambi, Fiorella Zampetti, and Vincenzo Riccio. 2021. Sbst tool competition 2021. In 2021 IEEE/ACM 14th International Workshop on Search-Based Software Testing (SBST). IEEE, 20--27.Google ScholarCross Ref
- se2p. 2021. SE2P/tool-competition-AV: The repository hosts the code for the SBST CPS Tool Competition for testing autonomous cars. https://github.com/se2p/tool-competition-avGoogle Scholar
- Songyang Yan and Ming Fan. 2022. AdaFrenetic Tool. https://github.com/TayYim/adafrenetic-sbst22Google Scholar
- Ding Zhao, Henry Lam, Huei Peng, Shan Bao, David J LeBlanc, Kazutoshi Nobukawa, and Christopher S Pan. 2016. Accelerated evaluation of automated vehicles safety in lane-change scenarios based on importance sampling techniques. IEEE transactions on intelligent transportation systems 18, 3 (2016), 595--607.Google Scholar
- Tahereh Zohdinasab, Vincenzo Riccio, Alessio Gambi, and Paolo Tonella. 2021. Deephyperion: exploring the feature space of deep learning-based systems through illumination search. In Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis. 79--90.Google ScholarDigital Library
Index Terms
- AdaFrenetic at the SBST 2022 tool competition
Recommendations
GenRL at the SBST 2022 tool competition
SBST '22: Proceedings of the 15th Workshop on Search-Based Software TestingGenRL 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 ...
SBST tool competition 2022
SBST '22: Proceedings of the 15th Workshop on Search-Based Software TestingWe report on the organization, challenges, and results of the tenth edition of the Java Unit Testing Competition as well as the second edition of the Cyber-Physical Systems (CPS) Testing Competition.
Java Unit Testing Competition. Seven tools, i.e., BBC, ...
Kex at the 2022 SBST tool competition
SBST '22: Proceedings of the 15th Workshop on Search-Based Software TestingKex is an automatic white-box test generation tool for Java programs, which is able to generate executable test suites (as JUnit test suites) aiming to satisfy the branch coverage criterion. It uses symbolic execution to analyze control flow graphs of ...
Comments