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Kan Ren — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Kan Ren
10
papers ·
258
citations ·
17
h-index
Cancer Institute of New South Wales
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
2022 · 16 citations
Bootstrapped Transformer for Offline Reinforcement Learning
2022 · 13 citations
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
2024 · 11 citations
Reinforcement Learning with Automated Auxiliary Loss Search
2022 · 4 citations
Grad2Reward: From Sparse Judgment to Dense Rewards for Improving Open-Ended LLM Reasoning
2026
Is Risk-Sensitive Reinforcement Learning Properly Resolved?
2023
Top co-authors
Dongsheng Li
· 4
Minghuan Liu
· 3
Weinan Zhang
· 3
Xufang Luo
· 3
Ao Lu
· 1
Che Wang
· 1
Hanye Zhao
· 1
Jiang Bian
· 1
Jingya Wang
· 1
Jingyi Yu
· 1
Jinjin Guo
· 1
Ke Hu
· 1
Topics
Policy Gradient
Model-Based RL
Exploration
Safe RL
Offline RL
RLHF & Alignment
Value-Based
Meta-RL