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Evaluating the Robustness of Deep Reinforcement Learning for Autonomous and Adversarial Policies in a Multi-agent Urban Driving Environment


Dec 22, 2021
Aizaz Sharif, Dusica Marijan


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Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies


Dec 22, 2021
Aizaz Sharif, Dusica Marijan


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DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing


Oct 14, 2021
Aizaz Sharif, Dusica Marijan, Marius Liaaen

* 10 pages, 9 figures, conference paper 

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Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI


Jul 14, 2020
Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker

* 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020 

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Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration


Nov 09, 2018
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige

* Spieker, H., Gotlieb, A., Marijan, D., & Mossige, M. (2017). Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. In Proceedings of 26th International Symposium on Software Testing and Analysis (ISSTA'17) (pp. 12--22). ACM 

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Stratified Constructive Disjunction and Negation in Constraint Programming


Nov 09, 2018
Arnaud Gotlieb, Dusica Marijan, Helge Spieker

* Published in the SAT/CSP Track of the International Conference on Tools with Artificial Intelligence (ICTAI 2018) 

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