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S. Alam

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Open access Jul 2026

Decentralized Task Offloading for Multi-User Mobile Edge Computing with Machine Learning

A reinforcement learning-based computation offloading strategy using an improved Deep Deterministic Policy Gradient (IDDPG) algorithm that outperforms greedy offloading strategies and demonstrates improved efficiency in dynamic MEC environments.

S. Alam, Sami Ud Din, Imtiaz Ali Shah et al. · 0 citations