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Shuguang Cui — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shuguang Cui
35
papers ·
124
citations ·
80
h-index
Shenzhen Institute of Information Technology · Longgang Central Hospital · Chinese University of Hong Kong, Shenzhen · Institute for the Future
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Most-cited papers
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks
2021 · 6 citations
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks
2020 · 2 citations
Voting-Based Multi-Agent Reinforcement Learning for Intelligent IoT
2019
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
2021
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
2022
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
2022
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks
2024
Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning
2024
Top co-authors
Mingzhe Chen
· 6
H. Vincent Poor
· 4
Walid Saad
· 4
Changchuan Yin
· 3
Sihua Wang
· 3
Zhaohui Yang
· 2
Anthony Man-Cho So
· 1
Christopher G. Brinton
· 1
Dongkuan Xu
· 1
Dusit Niyato
· 1
Huijun Xing
· 1
Jinke Ren
· 1
Topics
Value-Based
Model-Based RL
Multi-Agent
Safe RL
Policy Gradient
Meta-RL