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
Rongpeng Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rongpeng Li
31
papers ·
847
citations ·
35
h-index
Chang'an University · Xi'an University of Technology · Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Reinforcement Learning for Resource Management in Network Slicing
2018 · 374 citations
Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing
2019 · 96 citations
Graph Attention Network-based Multi-agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network
2021 · 68 citations
GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing
2019 · 11 citations
Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles
2023 · 10 citations
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning
2022 · 7 citations
Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration
2019 · 4 citations
Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication
2023 · 3 citations
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach
2024 · 3 citations
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles
2023 · 2 citations
Topology-Assisted Spatio-Temporal Pattern Disentangling for Scalable MARL in Large-scale Autonomous Traffic Control
2025 · 1 citations
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles
2023 · 1 citations
Communications-Incentivized Collaborative Reasoning in NetGPT through Agentic Reinforcement Learning
2026
Plasma Shape Control via Zero-shot Generative Reinforcement Learning
2025
Robust Event-Triggered Integrated Communication and Control with Graph Information Bottleneck Optimization
2025
Top co-authors
Zhifeng Zhao
· 13
Honggang Zhang
· 9
Xiaoxue Yu
· 5
and Honggang Zhang
· 4
and Zhifeng Zhao
· 4
Baidi Xiao
· 2
Chengchao Liang
· 2
Chenghui Peng
· 2
Xing Xu
· 2
Yuxiu Hua
· 2
and Wulyu Zhong
· 1
Bing Hu
· 1
Topics
Multi-Agent
Model-Based RL
Policy Gradient
Value-Based
Exploration
Offline RL
Meta-RL
Game AI
Safe RL