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Mingzhe Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mingzhe Chen
39
papers ·
358
citations ·
54
h-index
University of Miami
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
2020 · 7 citations
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks
2021 · 6 citations
Optimization of Image Transmission in a Cooperative Semantic Communication Networks
2023 · 4 citations
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks
2020 · 2 citations
Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning
2021 · 2 citations
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks
2020 · 1 citations
Optimizing Reinforcement Learning Training over Digital Twin Enabled Multi-fidelity Networks
2026
Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method
2025
Optimizing Communication and Device Clustering for Clustered Federated Learning with Differential Privacy
2025
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
2021
MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning
2021
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
2022
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
2022
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking
2024
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks
2024
Top co-authors
Shuguang Cui
· 6
Tao Luo
· 4
Yining Wang
· 3
Dusit Niyato
· 2
Wenjing Zhang
· 2
Yuchen Liu
· 2
Christopher G. Brinton
· 1
Wanpeng Zhang
· 1
Xi Xiao
· 1
Yao Yao
· 1
Zhilong Zhang
· 1
Zhiyuan Peng
· 1
Topics
Value-Based
Model-Based RL
Multi-Agent
Policy Gradient
Safe RL
Meta-RL
cs.NI
cs.LG
cs.SY
eess.SY