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Diep N. Nguyen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Diep N. Nguyen
24
papers ·
57
citations ·
36
h-index
University of Technology Sydney · Can Tho University · Curtin University · University Medical Center HCMC · Institute for Nuclear Science and Technology · Hanoi University of Science and Technology
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Most-cited papers
Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach
2020 · 15 citations
Dynamic Resource Allocation for Metaverse Applications with Deep Reinforcement Learning
2023 · 11 citations
Joint Coding and Scheduling Optimization for Distributed Learning over Wireless Edge Networks
2021 · 2 citations
Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System with Online Reinforcement Learning
2018 · 1 citations
"Jam Me If You Can'': Defeating Jammer with Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications
2019 · 1 citations
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework
2023 · 1 citations
Dynamic Spectrum Access for Ambient Backscatter Communication-assisted D2D Systems with Quantum Reinforcement Learning
2024 · 1 citations
Top co-authors
Dinh Thai Hoang
· 7
Nguyen Van Huynh
· 5
and Eryk Dutkiewicz
· 3
Dusit Niyato
· 3
Eryk Dutkiewicz
· 2
and Ping Wang
· 1
and Quoc-Viet Pham
· 1
and Tao Shu
· 1
Bolun Zhang
· 1
Dinh C. Nguyen
· 1
Dinh-Hieu Tran
· 1
Gan Zheng
· 1
Topics
Value-Based
Model-Based RL
Policy Gradient
Safe RL
Exploration
Multi-Agent
Meta-RL