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Simon Shaolei Du — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Simon Shaolei Du
17
papers ·
9
citations
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Most-cited papers
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
2025 · 1 citations
RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
2025
ThetaEvolve: Test-time Learning on Open Problems
2025
Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models
2025
Policy-Based Trajectory Clustering in Offline Reinforcement Learning
2025
Spurious Rewards: Rethinking Training Signals in RLVR
2025
Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning
2023
Offline Multi-task Transfer RL with Representational Penalization
2024
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning
2024
Top co-authors
Yiping Wang
· 4
Shuohang Wang
· 3
Yelong Shen
· 3
Zhiyuan Zeng
· 3
Baolin Peng
· 2
Hannaneh Hajishirzi
· 2
Hao Cheng
· 2
Liliang Ren
· 2
Natasha Jaques
· 2
Pang Wei Koh
· 2
Runlong Zhou
· 2
Shuyue Stella Li
· 2
Topics
Model-Based RL
RLHF & Alignment
Policy Gradient
Offline RL
Exploration
cs.CL
cs.LG
Multi-Agent
Safe RL
Game AI