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Shichun Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shichun Liu
9
papers ·
32
citations ·
12
h-index
Fudan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
2024 · 2 citations
Can RL Improve Generalization of LLM Agents? An Empirical Study
2026
DFPO: Scaling Value Modeling via Distributional Flow towards Robust and Generalizable LLM Post-Training
2026
Pre-Trained Policy Discriminators are General Reward Models
2025
Top co-authors
Mingxu Chai
· 2
Shihan Dou
· 2
Tao Gui
· 2
Zhiheng Xi
· 2
Boyang Hong
· 1
Caishuang Huang
· 1
Chengqi Lv
· 1
Chenhao Huang
· 1
Chenhao Huang
· 1
Demin Song
· 1
Dingwei Zhu
· 1
Enyu Zhou
· 1
Topics
RLHF & Alignment
Model-Based RL
Value-Based
Multi-Agent
Meta-RL
Safe RL
Policy Gradient
Exploration