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F. Al-Kamali

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#artificial intelligence Open access Sep 2026

Threat-Aware Energy-Efficient Deployment for Dynamic UAV Networks: A Multi-Agent RL Approach

Ensuring operational safety in threat-prone environments remains a critical challenge for multi-UAV networks serving as aerial base stations. This paper proposes an efficient framework to maximize global energy efficiency (EE) while promoting safe operation through threat-aware clustering and reward-based safety enforc...

F. Al-Kamali, Hussein A. Ammar, François Chan et al. · 0 citations

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