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Hao Zhou
Hao Zhou
McGill University
在 uottawa.ca 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
452021
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
442022
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
392022
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
342021
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
302022
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
272022
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
272021
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
262022
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
252023
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
222017
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
142020
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
132022
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
122020
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
122019
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
112023
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
102022
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
92022
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
92021
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
82022
Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning
M Razghandi, H Zhou, M Erol-Kantarci, D Turgut
IEEE Transactions on Smart Grid, 2023
72023
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