Navigating the Smog: A Cooperative Multi-Agent RL for Accurate Air Pollution Mapping through Data Assimilation. - Ichrak Mokhtari; Walid Bechkit; Mohamed Sami Assenine; Hervé Rivano (CoRR, 2024)

Cooperative Deep Reinforcement Learning for Dynamic Pollution Plume Monitoring Using a Drone Fleet. - Mohamed Sami Assenine; Walid Bechkit; Ichrak Mokhtari; Hervé Rivano; Karima Benatchba (IEEE Internet Things J., 2024)

Informative and Communication-Efficient Multi-Agent Path Planning for Pollution Plume Monitoring. - Mohamed Sami Assenine; Walid Bechkit; Hervé Rivano (WoWMoM, 2025)