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A. Sharif and D. Marijan

ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events

IEEE Transactions on Software Engineering (TSE) (2023).
Journal Article
2023
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A. Sharif and D. Marijan

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

In 22nd IEEE International Conference on Software Quality, Reliability, and Security (QRS). 22nd International Conference on Software Quality, Reliability and Security (QRS): IEEE, 2022.
Proceedings, refereed
2022
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A. Sharif and D. Marijan

Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies

In 29th Asia-Pacific Software Engineering Conference (APSEC). 29th Asia-Pacific Software Engineering Conference (APSEC): IEEE, 2022.
Proceedings, refereed
2022
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A. Sharif, D. Marijan and M. Liaaen

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

In 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME). IEEE, 2021.
Proceedings, refereed
2021
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2023

Journal articles

A. Sharif and D. Marijan

ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events

IEEE Transactions on Software Engineering (TSE) (2023).
Status: Submitted
2022

Proceedings, refereed

A. Sharif and D. Marijan

Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies

In 29th Asia-Pacific Software Engineering Conference (APSEC). 29th Asia-Pacific Software Engineering Conference (APSEC): IEEE, 2022.
Status: Published
A. Sharif and D. Marijan

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

In 22nd IEEE International Conference on Software Quality, Reliability, and Security (QRS). 22nd International Conference on Software Quality, Reliability and Security (QRS): IEEE, 2022.
Status: Published
2021

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Status: Published
A. Sharif, D. Marijan and M. Liaaen

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

In 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME). IEEE, 2021.
Status: Published
2020

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

In 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020. CEUR Workshop Proceedings, 2020.
Status: Published