Turgay Pamuklu

Deep Reinforcement Learning-Based Joint User Association and CU–DU Placement in O-RAN

Roghayeh Joda, Turgay Pamuklu, Pedro Enrique Iturria-Rivera et al. · IEEE Transactions on Network and Service Management · 2022 · 40 citations

Artificial Intelligence, Cluster Computing, Engineering +17

IoT-Aerial Base Station Task Offloading With Risk-Sensitive Reinforcement Learning for Smart Agriculture

Turgay Pamuklu, Anne Catherine Nguyen, Aisha Syed et al. · IEEE Transactions on Green Communications and Networking · 2022 · 34 citations · Full text

Artificial Intelligence, Precision Agriculture, Engineering +18

Heterogeneous GNN-RL-Based Task Offloading for UAV-Aided Smart Agriculture

Turgay Pamuklu, Aisha Syed, W. Sean Kennedy et al. · IEEE Networking Letters · 2023 · 20 citations

Reinforcement Learning Based Resource Allocation for Network Slices in O-RAN Midhaul

Nien Fang Cheng, Turgay Pamuklu, Melike Erol‐Kantarci · 2023 · 18 citations

Energy-Aware Dynamic DU Selection and NF Relocation in O-RAN Using Actor–Critic Learning

Shahram Mollahasani, Turgay Pamuklu, Rodney Wilson et al. · Sensors · 2022 · 17 citations · Full text

Cross-layer Optimization, Engineering, Machine Learning +20