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Penghui Qi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Penghui Qi
9
papers ·
40
citations ·
4
h-index
Google Scholar ↗
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Most-cited papers
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II
2020 · 28 citations
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models
2026
Rethinking the Divergence Regularization in LLM RL
2026
Rethinking the Trust Region in LLM Reinforcement Learning
2026
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
2025
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
2025
Top co-authors
and Natasha Jaques
· 1
Bo Liu
· 1
Bowen Ping
· 1
Chao Du
· 1
Chao Du
· 1
Chao Gao
· 1
Cheston Tan
· 1
Daniel Balcells
· 1
Haitao Long
· 1
Jiarui Yao
· 1
Jujie He
· 1
Junxiao Song
· 1
Topics
Policy Gradient
Model-Based RL
RLHF & Alignment
Safe RL
Multi-Agent
Game AI
Meta-RL
Value-Based