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Yiheng Lin — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yiheng Lin
14
papers ·
34
citations ·
10
h-index
California Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward
2020 · 23 citations
Multi-Agent Reinforcement Learning in Stochastic Networked Systems
2020 · 8 citations
Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning
2022 · 1 citations
Convergence Rates for Localized Actor-Critic in Networked Markov Potential Games
2023 · 1 citations
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions
2023
Approximate Global Convergence of Independent Learning in Multi-Agent Systems
2024
Top co-authors
Jie Song
· 1
Longbo Huang
· 1
Yizhou Zhang
· 1
Topics
Multi-Agent
Policy Gradient
Value-Based
Game AI
Model-Based RL
Safe RL