Author

M. Masud

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#reinforcement learning Open access Aug 2026

Causal trust aware federated multi agent reinforcement learning for 6G edge networks

Mohammad Alsaffar, Mohammed Aman, Mubark Alghamdi et al. · Scientific Reports · 0 citations

Open access Jul 2026

Solar photovoltaic fault classifications under normal and shading conditions using machine learning models

This study suggested PV monitoring systems with lower maintenance costs and energy losses, and an accurate and efficient classifier for PV defects using normal and shading condition based on advanced ML techniques like Random Forest, K-Nearest Neighbors, Decision Tree, and SVM are proposed.

Aafaque Ali, M. A. Raza, Muneera Altayeb et al. · Discover Sustainability · 0 citations