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Shengcai Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shengcai Liu
6
papers ·
72
citations ·
19
h-index
Southern University of Science and Technology · Horticultural Research Institute · Fujian Agriculture and Forestry University
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Most-cited papers
AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design
2026
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
2025
Top co-authors
Duyu Tang
· 1
Haoze Lv
· 1
Ning Lu
· 1
Ning Lu
· 1
Qianglong Chen
· 1
Shuangmu Peng
· 1
Siqi Cheng
· 1
Yongqian Li
· 1
Zhangying Feng
· 1
Zhirui Zhang
· 1
Ziang Zhou
· 1
Topics
Model-Based RL
Meta-RL
Multi-Agent
Exploration
RLHF & Alignment