Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Zhu Han — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhu Han
51
papers ·
105
citations ·
138
h-index
Kyung Hee University · University of Houston · Xiaomi (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Human-In-The-Loop Machine Learning for Safe and Ethical Autonomous Vehicles: Principles, Challenges, and Opportunities
2024 · 4 citations
Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge Industrial IoT
2021 · 1 citations
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
2024 · 1 citations
Age of Information Minimization in UAV-Enabled Integrated Sensing and Communication Systems
2025
LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach
2025
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks
2018
Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach
2020
Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach
2020
Achieving Correlated Equilibrium by Studying Opponent's Behavior Through Policy-Based Deep Reinforcement Learning
2020
An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic
2022
Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach
2024
Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning
2024
MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services
2024
Top co-authors
Choong Seon Hong
· 3
Dusit Niyato
· 3
Zehui Xiong
· 3
Jiawen Kang
· 2
Md. Shirajum Munir
· 2
Nguyen H. Tran
· 2
Sarder Fakhrul Abedin
· 2
Boxuan Xie
· 1
Chau Yuen
· 1
Eui-Nam Huh
· 1
Geng Sun
· 1
Guangyuan Liu
· 1
Topics
Model-Based RL
Multi-Agent
Value-Based
Policy Gradient
Safe RL
Game AI
Meta-RL
RLHF & Alignment