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
Hongyang Du — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hongyang Du
17
papers ·
64
citations ·
51
h-index
City University of Hong Kong · Affiliated Hospital of Jining Medical University · University of Maryland, College Park · Jinzhou Medical University · University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks
2023 · 45 citations
Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases
2024 · 1 citations
Diffusion-Modeled Reinforcement Learning for Carbon and Risk-Aware Microgrid Optimization
2025
ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks
2025
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning
2025
Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach
2024
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach
2024
Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses
2024
Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services
2024
Top co-authors
Dusit Niyato
· 8
Jiawen Kang
· 4
Jinbo Wen
· 2
Lianfen Huang
· 2
and Dong In Kim
· 1
and Khaled Ben Letaief
· 1
and Shengli Xie
· 1
Cheng Xiang
· 1
Dongdong Ye
· 1
Dong In Kim
· 1
Fang Mei
· 1
Feiran You
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based
Game AI
Safe RL
Exploration
Multi-Agent
Meta-RL