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Shiyu Huang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shiyu Huang
14
papers ·
222
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
2025 · 206 citations
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations
2021 · 8 citations
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation
2023 · 3 citations
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play
2023 · 3 citations
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization
2022 · 1 citations
ME-IGM: Individual-Global-Max in Maximum Entropy Multi-Agent Reinforcement Learning
2024 · 1 citations
Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
2025
A Survey on Self-play Methods in Reinforcement Learning
2024
Diverse Policies Converge in Reward-free Markov Decision Processe
2023
OpenRL: A Unified Reinforcement Learning Framework
2023
Top co-authors
Wei-Wei Tu
· 5
Yu Wang
· 3
Chao Yu
· 2
Deheng Ye
· 2
Jun Zhu
· 2
Tim Pearce
· 2
Ting Chen
· 2
Wentse Chen
· 2
and Zhaofeng He
· 1
Aohan Zeng
· 1
Baoxu Wang
· 1
Bin Chen
· 1
Topics
Multi-Agent
Game AI
Meta-RL
Exploration
Value-Based
Policy Gradient
Model-Based RL
RLHF & Alignment
Offline RL