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Xiaodan Liang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiaodan Liang
65
papers ·
1182
citations ·
79
h-index
Sun Yat-sen University · Tiangong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection
2017 · 245 citations
UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers
2021 · 32 citations
CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search
2020 · 21 citations
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library
2022 · 11 citations
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
2022 · 4 citations
Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUp
2020 · 3 citations
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration
2025
TreeRPO: Tree Relative Policy Optimization
2025
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
2025
Top co-authors
Xiaojun Chang
· 3
Siyi Hu
· 2
Yinya Huang
· 2
Yiwei Wang
· 2
Zhicheng Yang
· 2
Zhijiang Guo
· 2
and Liang Lin
· 1
Bang Zhang
· 1
Chuanlong Xie
· 1
Dongchun Xie
· 1
Eric P. Xing
· 1
Fengda Zhu
· 1
Topics
Model-Based RL
RLHF & Alignment
Game AI
Meta-RL
Multi-Agent
Exploration
Policy Gradient
Value-Based
Offline RL