| RAN resource slicing in 5G using multi-agent correlated Q-learning H Zhou, M Elsayed, M Erol-Kantarci 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 42 | 2021 |
| Federated deep reinforcement learning for resource allocation in O-RAN slicing H Zhang, H Zhou, M Erol-Kantarci GLOBECOM 2022-2022 IEEE Global Communications Conference, 958-963, 2022 | 38 | 2022 |
| Team learning-based resource allocation for open radio access network (O-RAN) H Zhang, H Zhou, M Erol-Kantarci ICC 2022-IEEE International Conference on Communications, 4938-4943, 2022 | 34 | 2022 |
| Multiagent Bayesian deep reinforcement learning for microgrid energy management under communication failures H Zhou, A Aral, I Brandić, M Erol-Kantarci IEEE Internet of Things Journal 9 (14), 11685-11698, 2021 | 29 | 2021 |
| Learning from peers: Deep transfer reinforcement learning for joint radio and cache resource allocation in 5G RAN slicing H Zhou, M Erol-Kantarci, HV Poor IEEE Transactions on Cognitive Communications and Networking 8 (4), 1925-1941, 2022 | 27 | 2022 |
| Short-term load forecasting for smart home appliances with sequence to sequence learning M Razghandi, H Zhou, M Erol-Kantarci, D Turgut ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 26 | 2021 |
| Multi-agent team learning in virtualized open radio access networks (o-ran) PE Iturria-Rivera, H Zhang, H Zhou, S Mollahasani, M Erol-Kantarci Sensors 22 (14), 5375, 2022 | 24 | 2022 |
| Variational autoencoder generative adversarial network for Synthetic Data Generation in smart home M Razghandi, H Zhou, M Erol-Kantarci, D Turgut ICC 2022-IEEE International Conference on Communications, 4781-4786, 2022 | 22 | 2022 |
| Multi-objective planning of charging stations considering vehicle arrival hot map J Zhang, H Zhou, H Li, H Liu, B Li, C Liu, J Yan 2017 IEEE Conference on Energy Internet and Energy System Integration (EI2), 1-6, 2017 | 21 | 2017 |
| A survey on model-based, heuristic, and machine learning optimization approaches in RIS-aided wireless networks H Zhou, M Erol-Kantarci, Y Liu, HV Poor IEEE Communications Surveys & Tutorials, 2023 | 16 | 2023 |
| Decentralized microgrid energy management: A multi-agent correlated q-learning approach H Zhou, M Erol-Kantarci 2020 IEEE International Conference on Communications, Control, and Computing …, 2020 | 13 | 2020 |
| Domestic energy consumption modeling per physical characteristics and behavioral factors S Ge, J Li, H Liu, Y Wang, H Zhou Energy procedia 158, 2512-2517, 2019 | 12 | 2019 |
| Correlated deep q-learning based microgrid energy management H Zhou, M Erol-Kantarci 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design …, 2020 | 11 | 2020 |
| Traffic steering for 5G Multi-RAT deployments using deep reinforcement learning MA Habib, H Zhou, PE Iturria-Rivera, M Elsayed, M Bavand, R Gaigalas, ... 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 164-169, 2023 | 9 | 2023 |
| Joint sensing and communications for deep reinforcement learning-based beam management in 6G Y Yao, H Zhou, M Erol-Kantarci GLOBECOM 2022-2022 IEEE Global Communications Conference, 5019-5024, 2022 | 9 | 2022 |
| Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mm Wave Networks Y Yao, H Zhou, M Erol-Kantarci 2022 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2022 | 9 | 2022 |
| Knowledge transfer based radio and computation resource allocation for 5G RAN slicing H Zhou, M Erol-Kantarci 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022 | 9 | 2022 |
| Knowledge transfer and reuse: A case study of AI-enabled resource management in RAN slicing H Zhou, M Erol-Kantarci, HV Poor IEEE Wireless Communications 30 (5), 160-169, 2022 | 8 | 2022 |
| Smart home energy management: sequence-to-sequence load forecasting and Q-learning M Razghandi, H Zhou, M Erol–Kantarci, D Turgut 2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021 | 7 | 2021 |
| Hierarchical reinforcement learning based traffic steering in multi-RAT 5G deployments MA Habib, H Zhou, PE Iturria-Rivera, M Elsayed, M Bavand, R Gaigalas, ... ICC 2023-IEEE International Conference on Communications, 100-105, 2023 | 6 | 2023 |
Melike Erol-KantarciCanada Research Chair\Professor at uOttawa and Chief Cloud RAN AI\ML Data Scientist at EricssonVerified email at uottawa.ca
