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Wesam M. R. Ashour

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#reinforcement learning Review Oct 2026

Deep Reinforcement Learning for Security-Aware Task Offloading in IoT Edge Computing: A Systematic Survey of Frameworks, Challenges, and Future Directions

Eight concrete research directions follow, from testbed validation and federated DRL to 5G channel modeling and grounding reward weights in real security-cost data.

Fuad S. Abu Owaimer, Wesam M. R. Ashour · 0 citations

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