About
I am a PhD student at AI Movement, the International Artificial Intelligence Center of Morocco at Mohammed VI Polytechnic University (UM6P). My research focuses on multi-agent reinforcement learning — in particular, how cooperation can be induced among self-interested learning agents through reward shaping and reputation mechanisms.
Before my doctorate, I earned an Industrial Engineering degree with a specialization in Artificial Intelligence and Data Science from the National Graduate School of Arts and Crafts (ENSAM) in Meknès. Along the way I have worked on problems spanning deep reinforcement learning for satellite constellations, quantum computing, combinatorial optimization, and applied machine learning in industry with Nestlé and OCP Group.
Research interests
- Multi-agent reinforcement learning
- Cooperation & incentive design
- Reward shaping and reputation mechanisms
- Deep reinforcement learning
- Quantum computing & quantum RL
- Machine learning for combinatorial optimization
News
- Our paper “Reputation-Filtered Reward Reshaping” was published at AAMAS 2025 in Detroit, USA.
- Joined AI Movement (UM6P) as a PhD student in Artificial Intelligence.
- Completed a research internship at AI Movement (UM6P) on deep RL for collaborative target acquisition in satellite constellations.