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
Shunyu Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shunyu Liu
36
papers ·
52
citations ·
17
h-index
The University of Queensland · Nanyang Technological University · Nanjing Institute of Technology · Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
2022 · 13 citations
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
2023 · 12 citations
Multi-Agent Continuous Control with Generative Flow Networks
2024 · 3 citations
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework
2022 · 2 citations
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL
2025 · 1 citations
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning
2022 · 1 citations
STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning
2026
RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation
2026
Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following
2025
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
2025
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
2025
Intra-Trajectory Consistency for Reward Modeling
2025
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data
2025
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
2022
Curricular Subgoals for Inverse Reinforcement Learning
2023
Top co-authors
Mingli Song
· 12
Kaixuan Chen
· 6
Yihe Zhou
· 6
Jie Song
· 5
Tongya Zheng
· 5
Kongcheng Zhang
· 4
Yunpeng Qing
· 4
Wenkai Fang
· 3
Yang Zhou
· 3
Zunlei Feng
· 3
Baisheng Lai
· 2
Dacheng Tao
· 2
Topics
Model-Based RL
RLHF & Alignment
Multi-Agent
Exploration
Value-Based
Offline RL
Meta-RL
Policy Gradient
Safe RL
Game AI