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Soumaya Cherkaoui — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Soumaya Cherkaoui
14
papers ·
102
citations ·
32
h-index
Polytechnique Montréal
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
When Critics Disagree: Adaptive Reward Poisoning Attacks in RIS-Aided Wireless Control System
2026
Trustworthy AI-Driven Dynamic Hybrid RIS: Joint Optimization and Reward Poisoning-Resilient Control in Cognitive MISO Networks
2026
Federated Learning-based MARL for Strengthening Physical-Layer Security in B5G Networks
2025
Performance Optimization of Energy-Harvesting Underlay Cognitive Radio Networks Using Reinforcement Learning
2025
Top co-authors
Deemah H. Tashman
· 4
and Walaa Hamouda
· 1
Walaa Hamouda
· 1
Topics
Value-Based
Policy Gradient
Multi-Agent
Safe RL
Model-Based RL