Deep Reinforcement Learning Approach for Enhancing Profitability in Mobile Edge Computing. - Muhammad Asim Ejaz; Guowei Wu; Abid Sultan; Tahir Iqbal (CSCWD, 2024)

Dynamic and efficient resource allocation for 5G end-to-end network slicing: A multi-agent deep reinforcement learning approach. - Muhammad Asim Ejaz; Guowei Wu; Tahir Iqbal (Int. J. Commun. Syst., 2024)

Utility-Driven End-to-End Network Slicing for Diverse IoT Users in MEC: A Multi-Agent Deep Reinforcement Learning Approach. - Muhammad Asim Ejaz; Guowei Wu; Adeel Ahmed; Saman Iftikhar; Shaikhan Bawazeer (Sensors, 2024)