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Collaborations and top research areas from the last five years
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Analysing the Energy Consumption of a DNS Resolver
Renout, N., Roujanski, G., Balakrichenan, S., Procaccia, J., Marot, M. & Ampeau, B., 1 Jan 2025, TMA 2025 - Proceedings of the 9th Network Traffic Measurement and Analysis Conference. Institute of Electrical and Electronics Engineers Inc., (TMA 2025 - Proceedings of the 9th Network Traffic Measurement and Analysis Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Attention ensemble mixture: a novel offline reinforcement learning algorithm for autonomous vehicles
Han, X., Afifi, H., Moungla, H. & Marot, M., 1 Apr 2025, In: Applied Intelligence. 55, 6, 508.Research output: Contribution to journal › Article › peer-review
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Cosine Similarity Based Adaptive Implicit Q-Learning for Offline Reinforcement Learning
Han, X., Afifi, H. & Marot, M., 1 Jan 2025, 2025 IEEE Wireless Communications and Networking Conference, WCNC 2025. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ELAPSE: Expand Latent Action Projection Space for policy optimization in Offline Reinforcement Learning
Han, X., Afifi, H. & Marot, M., 28 May 2025, In: Neurocomputing. 631, 129665.Research output: Contribution to journal › Article › peer-review
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Exploring the use of mobile IRS in a vehicular context
Fall, N. P., Diallo, C., Said, A. M., Marot, M., Afifi, H. & Moungla, H., 1 Oct 2025, In: Vehicular Communications. 55, 100965.Research output: Contribution to journal › Article › peer-review
Open Access -
Fast Unlearning Techniques for Neural Network Prediction and Classification Algorithms
Renout, N., Sayed, H. A., Moungla, H., Marot, M., Afifi, H. & Said, A. M., 1 Jan 2025, ICC 2025 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1188-1194 7 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Novel Voronoi Based Tool to Optimize MU-MIMO UAV Placement with Sustainable Development Concerns
Said, A. M., Qiu, D., Moungla, H., Afifi, H. & Marot, M., 1 Jan 2024, GLOBECOM 2024 - 2024 IEEE Global Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 5199-5204 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Leaky PPO: A Simple and Efficient RL Algorithm for Autonomous Vehicles
Han, X., Afifi, H., Moungla, H. & Marot, M., 1 Jan 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optimal Mobile IRS Deployment for Empowered 6G Networks
Said, A. M., Marot, M., Afifi, H. & Moungla, H., 1 Jan 2024, In: IEEE Open Journal of the Communications Society. 5, p. 540-552 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Reinforcement learning vs rule-based dynamic movement strategies in UAV assisted networks
Mounir Said, A., Marot, M., Boucetta, C., Afifi, H., Moungla, H. & Roujanski, G., 1 Aug 2024, In: Vehicular Communications. 48, 100788.Research output: Contribution to journal › Article › peer-review
Open Access