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Lei Lei — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lei Lei
13
papers ·
227
citations ·
16
h-index
Sherman Hospital · Beijing Meteorological Bureau · Lanzhou University · University of Guelph
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Most-cited papers
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges
2021 · 191 citations
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges
2019 · 13 citations
Dynamic Energy Dispatch Based on Deep Reinforcement Learning in IoT-Driven Smart Isolated Microgrids
2020 · 8 citations
Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing
2019 · 4 citations
Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning
2025 · 1 citations
Safe and Sustainable Electric Bus Charging Scheduling with Constrained Hierarchical DRL
2025
Learning Value of Information towards Joint Communication and Control in 6G V2X
2025
Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information
2022
Joint Energy Dispatch and Unit Commitment in Microgrids Based on Deep Reinforcement Learning
2022
Optimal Scheduling in IoT-Driven Smart Isolated Microgrids Based on Deep Reinforcement Learning
2023
Implicit Sensing in Traffic Optimization: Advanced Deep Reinforcement Learning Techniques
2023
Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part I: Communication-Aware Vehicle Control
2023
Top co-authors
Kan Zheng
· 8
Jiaju Qi
· 5
Xuemin (Sherman) Shen
· 3
Simon X. Yang
· 2
Thorsteinn Jonsson
· 2
Wei Xiang
· 2
Yue Tan
· 2
Ahmed Refaey
· 1
and Xianbin Wang
· 1
Dusit Niyato
· 1
Emanuel Figetakis
· 1
Glenn Dahlenburg
· 1
Topics
Model-Based RL
Value-Based
Multi-Agent
Policy Gradient
Safe RL
Exploration