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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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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