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
Hongming Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hongming Zhang
23
papers ·
323
citations ·
27
h-index
Beijing Jiaotong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning
2021 · 2 citations
MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment
2025
Principled Fast and Meta Knowledge Learners for Continual Reinforcement Learning
2026
Double Check My Desired Return: Transformer with Target Alignment for Offline Reinforcement Learning
2025
$e̱ta$-DQN: Improving Deep Q-Learning By Evolving the Behavior
2025
A Logarithmic Barrier Method For Proximal Policy Optimization
2018
Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning
2019
Efficient Reinforcement Learning Development with RLzoo
2020
Provable Representation with Efficient Planning for Partial Observable Reinforcement Learning
2023
Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation
2024
Top co-authors
Bo Xu
· 4
Chao Gao
· 3
Chenjun Xiao
· 2
Fengshuo Bai
· 2
Ke Sun
· 2
Bo Dai
· 1
Cheng Zeng
· 1
Dale Schuurmans
· 1
Dong Yu
· 1
Haitao Mi
· 1
Hao Dong
· 1
Lei Han
· 1
Topics
Value-Based
Policy Gradient
Model-Based RL
Exploration
Offline RL
RLHF & Alignment
Game AI
cs.LG
Meta-RL
Multi-Agent