| Multi-agent DRL for task offloading and resource allocation in multi-UAV enabled IoT edge network AM Seid, GO Boateng, B Mareri, G Sun, W Jiang IEEE Transactions on Network and Service Management 18 (4), 4531-4547, 2021 | 195 | 2021 |
| Collaborative computation offloading and resource allocation in multi-UAV-assisted IoT networks: A deep reinforcement learning approach AM Seid, GO Boateng, S Anokye, T Kwantwi, G Sun, G Liu IEEE Internet of Things Journal 8 (15), 12203-12218, 2021 | 194 | 2021 |
| Dynamic reservation and deep reinforcement learning based autonomous resource slicing for virtualized radio access networks G Sun, ZT Gebrekidan, GO Boateng, D Ayepah-Mensah, W Jiang Ieee Access 7, 45758-45772, 2019 | 134 | 2019 |
| Autonomous resource provisioning and resource customization for mixed traffics in virtualized radio access network G Sun, K Xiong, GO Boateng, D Ayepah-Mensah, G Liu, W Jiang IEEE Systems Journal 13 (3), 2454-2465, 2019 | 95 | 2019 |
| Autonomous resource slicing for virtualized vehicular networks with D2D communications based on deep reinforcement learning G Sun, GO Boateng, D Ayepah-Mensah, G Liu, J Wei IEEE systems journal 14 (4), 4694-4705, 2020 | 70 | 2020 |
| Resource slicing and customization in RAN with dueling deep Q-network G Sun, K Xiong, GO Boateng, G Liu, W Jiang Journal of Network and Computer Applications 157, 102573, 2020 | 64 | 2020 |
| Blockchain-enabled resource trading and deep reinforcement learning-based autonomous RAN slicing in 5G GO Boateng, D Ayepah-Mensah, DM Doe, A Mohammed, G Sun, G Liu IEEE Transactions on Network and Service Management 19 (1), 216-227, 2021 | 53 | 2021 |
| Consortium blockchain-based spectrum trading for network slicing in 5G RAN: A multi-agent deep reinforcement learning approach GO Boateng, G Sun, DA Mensah, DM Doe, R Ou, G Liu IEEE Transactions on Mobile Computing 22 (10), 5801-5815, 2022 | 50 | 2022 |
| Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs G Sun, T Zhan, BG Owusu, AM Daniel, G Liu, W Jiang Future Generation Computer Systems 104, 60-73, 2020 | 37 | 2020 |
| Deep reinforcement learning-based mobility-aware UAV content caching and placement in mobile edge networks S Anokye, D Ayepah-Mensah, AM Seid, GO Boateng, G Sun IEEE Systems Journal 16 (1), 275-286, 2021 | 34 | 2021 |
| End-to-end CNN-based dueling deep Q-Network for autonomous cell activation in Cloud-RANs G Sun, D Ayepah-Mensah, R Xu, GO Boateng, G Liu Journal of Network and Computer Applications 169, 102757, 2020 | 18 | 2020 |
| Dynamic resource provisioning and resource customization for mixed traffics in virtualized radio access network K Xiong, SSR Adolphe, GO Boateng, G Liu, G Sun IEEE Access 7, 115440-115453, 2019 | 17 | 2019 |
| Autonomous cache resource slicing and content placement at virtualized mobile edge network G Sun, H Al-Ward, GO Boateng, G Liu IEEE Access 7, 84727-84743, 2019 | 17 | 2019 |
| Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach R Ou, G Sun, D Ayepah-Mensah, GO Boateng, G Liu IEEE Internet of Things Journal 10 (22), 20174-20187, 2023 | 13 | 2023 |
| Blockchain-enabled federated learning-based resource allocation and trading for network slicing in 5G D Ayepah-Mensah, G Sun, GO Boateng, S Anokye, G Liu IEEE/ACM Transactions on Networking, 2023 | 11 | 2023 |
| Intelligent cruise guidance and vehicle resource management with deep reinforcement learning G Sun, K Liu, GO Boateng, G Liu, W Jiang IEEE Internet of Things Journal 9 (5), 3574-3585, 2021 | 10 | 2021 |
| Relational reinforcement learning based autonomous cell activation in cloud-RANs G Sun, GO Boateng, D Ayepah-Mensah, G Liu IEEE Access 7, 63588-63604, 2019 | 10 | 2019 |
| Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey G Sun, D Ayepah-Mensah, GO Boateng, NA Kuadey, MB Omer, G Liu IEEE Communications Magazine, 2023 | 8 | 2023 |
| Competitive pricing for resource trading in sliced mobile networks: A multi-agent reinforcement learning approach G Sun, GO Boateng, L Luo, H Chen, DA Mensah, G Liu IEEE Transactions on Mobile Computing 23 (5), 3830-3845, 2023 | 8 | 2023 |
| SNAF: DRL-based Interdependent E2E Resource Slicing Scheme for a Virtualized Network SRA Sebakara, G Sun, GO Boateng, B Mareri, R Ou, G Liu IEEE Transactions on Vehicular Technology 72 (7), 9069-9084, 2023 | 8 | 2023 |
Guolin SunAssociate Professor, University of Electronic Science and Technology of China, UESTCVerified email at uestc.edu.cn