Communication-efficient decision-making of digital twin assisted Internet of vehicles: A hierarchical multi-agent reinforcement learning approach

X Fu, Q Yuan, S Liu, B Li, Q Qi… - China Communications, 2023 - ieeexplore.ieee.org
The connected autonomous vehicle is considered an effective way to improve transport
safety and efficiency. To overcome the limited sensing and computing capabilities of …

Multi-task DRL for rate control in RIS-assisted multi-cell dual-connectivity HetNets

A Alwarafy, M Abdallah, N Al-Dhahir… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Reconfigurable Intelligent Surface (RIS) has recently emerged as an enabling technology to
enhance reliability and overcome blockage in future heterogeneous wireless networks …

Low-Coupling Policy Optimization Framework for Power Allocation in Ultra-Dense Small-Cell Networks

H Chen, X Liu, Z Huang, Y Cao, D Wang - IEEE Access, 2024 - ieeexplore.ieee.org
Deep reinforcement learning (DRL) methods have emerged as a feasible solution for
addressing the power resource allocation problem in ultra-dense small-cell networks …

Underlay Cognitive Radio Resource Management with Hybrid Meta-Loss Learning

N Mishra, S Srivastava, SN Sharan - Iranian Journal of Science and …, 2024 - Springer
Cognitive Radio (CR) is an adaptable communication device driven by a Cognitive Engine
(CE). A suitable machine-learning strategy can increase the learning potential of CE. This …

A review on dynamic resource allocation in Industrial Internet of Things using Machine Learning

PS Sisodiya, V Bhandari - Journal of Integrated Science and …, 2023 - pubs.thesciencein.org
Internet of Things (IoT) application solutions are getting more common and their usage
areas are expanding. As a result, there is continuous advances in development of new IoT …

[PDF][PDF] Classificação de tráfego em redes móveis inteligentes usando abordagem de aprendizado de máquina

RG Saraiva Jr, KKL Oliveira… - XL Simpósio Brasileiro …, 2022 - biblioteca.sbrt.org.br
Diversos recentes trabalhos têm demonstrado a contribuição que a inteligência artificial tem
trazido para a construção de redes inteligentes. Neste trabalho, utilizamos um modelo de …