A Search-Based Testing Approach for Deep Reinforcement Learning Agents A Zolfagharian, M Abdellatif, L Briand, M Bagherzadeh arXiv preprint arXiv:2206.07813, 2022 | 33 | 2022 |
Smarla: A safety monitoring approach for deep reinforcement learning agents A Zolfagharian, M Abdellatif, LC Briand, S Ramesh IEEE Transactions on Software Engineering, 2024 | 7 | 2024 |
Safety and Reliability of DRL Agents Through Testing and Safety Monitoring A Zolfagharian Université d'Ottawa/University of Ottawa, 2024 | | 2024 |
Safety Monitoring of Deep Reinforcement Learning Agents RS Amirhossein Zolfagharian, Manel Abdellatif, Lionel Briand ICSE-Companion '24: Proceedings of the 2024 IEEE/ACM 46th International …, 2024 | | 2024 |
A Situational-Aware ML Body Control System MMI Amirhossein Zolfagharian, Zohreh Aghababaeyan, Ramesh Sethu, Arun ... US Patent 18/460,952, 2023 | | 2023 |