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Shanqi Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shanqi Liu
19
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning
2023 · 4 citations
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning
2024 · 2 citations
Moving Forward in Formation: A Decentralized Hierarchical Learning Approach to Multi-Agent Moving Together
2020
Multi-Agent Cooperation via Unsupervised Learning of Joint Intentions
2023
Top co-authors
Yong Liu
· 3
Bo An
· 1
Changjie Fan
· 1
Dong Xing
· 1
Junjie Cao
· 1
Kun Kuang
· 1
Licheng Wen
· 1
Longtao Zheng
· 1
Runze Wu
· 1
Weihao Tan
· 1
Weiwei Liu
· 1
Wentao Zhang
· 1
Topics
Multi-Agent
Model-Based RL
Safe RL
Value-Based
Game AI
RLHF & Alignment
Policy Gradient
Exploration