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Xin Guo — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xin Guo
11
papers ·
85
citations ·
24
h-index
Army Medical University · Army Medical College · University of California, Berkeley
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Most-cited papers
Mean-Field Controls with Q-learning for Cooperative MARL: Convergence and Complexity Analysis
2020 · 14 citations
Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon
2020 · 12 citations
Entropy Regularization for Mean Field Games with Learning
2020 · 12 citations
Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls
2021 · 3 citations
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach
2021 · 3 citations
Policy Transfer for Continuous-Time Reinforcement Learning: A (Rough) Differential Equation Approach
2025
Deterministic Policy Gradient for Reinforcement Learning with Continuous Time and State
2025
Top co-authors
Renyuan Xu
· 3
Anran Hu
· 2
Haotian Gu
· 2
Xiaoli Wei
· 2
Yufei Zhang
· 2
Matteo Basei
· 1
Thaleia Zariphopoulou
· 1
Yufei Zhang
· 1
Ziheng Cheng
· 1
Zijiu Lyu
· 1
Topics
Policy Gradient
Model-Based RL
Multi-Agent
Value-Based
Meta-RL
Game AI
Exploration
Safe RL