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Nan Cheng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nan Cheng
18
papers ·
84
citations ·
67
h-index
Xidian University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks
2024 · 35 citations
Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network
2020 · 10 citations
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles
2023 · 5 citations
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning
2024 · 4 citations
Semantic-Aware Spectrum Sharing in Internet of Vehicles Based on Deep Reinforcement Learning
2024 · 1 citations
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications
2024 · 1 citations
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks
2023
Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement Learning
2024
Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks
2024
Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing Network
2024
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation
2024
DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoV
2024
Top co-authors
Pingyi Fan
· 8
Qiong Wu
· 8
Wen Chen
· 7
Jiangzhou Wang
· 6
Khaled B. Letaief
· 4
and Khaled B. Letaief
· 3
Xiucheng Wang
· 3
Qiang Fan
· 2
and Xuemin (Sherman) Shen
· 1
Changle Li
· 1
Conghao Zhou
· 1
Feng Lyu
· 1
Topics
Model-Based RL
Value-Based
Multi-Agent
Policy Gradient
Safe RL