M. Cenk Gursoy

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs

Zhiyuan Xu, Yanzhi Wang, Jian Tang et al. · 2017 · 275 citations

Engineering, Deep Reinforcement, Dynamic Resource Allocation +21

A deep reinforcement learning-based framework for content caching

Chen Zhong, M. Cenk Gursoy, Senem Velipasalar · 2018 · 226 citations

Artificial Intelligence, Edge Nodes, Engineering +15

Deep Reinforcement Learning-Based Edge Caching in Wireless Networks

Chen Zhong, M. Cenk Gursoy, Senem Velipasalar · IEEE Transactions on Cognitive Communications and Networking · 2020 · 151 citations · Full text

Mobile Data Offloading, Engineering, Decentralized Edge Caching +14

Deep Reinforcement Learning based Resource Allocation in Low Latency Edge Computing Networks

Tianyu Yang, Yulin Hu, M. Cenk Gursoy et al. · 2018 · 148 citations

Artificial Intelligence, Engineering, Deep Reinforcement +15

SWIPT-Enabled Relaying in IoT Networks Operating With Finite Blocklength Codes

Yulin Hu, Yao Zhu, M. Cenk Gursoy et al. · IEEE Journal on Selected Areas in Communications · 2018 · 132 citations

Power Transfer, Engineering, Computer Engineering +10