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Qingnan Ren — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Qingnan Ren
8
papers ·
2
citations ·
1
h-index
Shandong University · Qilu Hospital of Shandong University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
2025 · 2 citations
ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
2026
ADORA: Training Reasoning Models with Dynamic Advantage Estimation on Reinforcement Learning
2026
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models
2026
Echo: Decoupling Inference and Training for Large-Scale RL Alignment on Heterogeneous Swarms
2025
Top co-authors
Eric Yang
· 2
Feng Zhao
· 2
Lin Chen
· 2
Rymon Yu
· 2
Shiting Huang
· 2
Zehui Chen
· 2
Zhen Fang
· 2
Bryan Dai
· 1
Chong Luo
· 1
Haoming Luo
· 1
Jiaqi Huang
· 1
Jingwei Song
· 1
Topics
cs.LG
Model-Based RL
RLHF & Alignment
cs.AI
Value-Based
cs.DC
Multi-Agent