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Tonghan Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tonghan Wang
20
papers ·
348
citations ·
9
h-index
Jiangxi University of Technology · East China University of Technology
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
2021 · 49 citations
Off-Policy Multi-Agent Decomposed Policy Gradients
2020 · 42 citations
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles
2020 · 32 citations
Learning Nearly Decomposable Value Functions Via Communication Minimization
2019 · 26 citations
Influence-Based Multi-Agent Exploration
2019 · 5 citations
Self-Organized Polynomial-Time Coordination Graphs
2021 · 2 citations
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data
2025
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
2025
Containerized Distributed Value-Based Multi-Agent Reinforcement Learning
2021
Non-Linear Coordination Graphs
2022
Never Explore Repeatedly in Multi-Agent Reinforcement Learning
2023
Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts
2024
Top co-authors
Chongjie Zhang
· 8
Chenghao Li
· 3
Jianhao Wang
· 3
Heng Dong
· 2
Milind Tambe
· 2
Qianchuan Zhao
· 2
Qianlan Yang
· 2
Beining Han
· 1
Chao Yu
· 1
Chengjie Wu
· 1
Chongjie Zhang
· 1
Chongyi Zheng
· 1
Topics
Multi-Agent
Value-Based
Game AI
Exploration
Model-Based RL
Offline RL
Policy Gradient
RLHF & Alignment
Meta-RL