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Kunpeng Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Kunpeng Liu
15
papers ·
68
citations ·
22
h-index
Beijing Institute of Technology · Portland State University · Jiamusi University · State Grid Corporation of China (China) · Chongqing University of Technology
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Most-cited papers
Prototypical Reward Network for Data-Efficient RLHF
2024 · 13 citations
Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation
2024 · 6 citations
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning
2020 · 4 citations
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop
2020 · 2 citations
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams
2022 · 2 citations
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation
2025
Feature and Instance Joint Selection: A Reinforcement Learning Perspective
2022
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction
2022
Top co-authors
Yanjie Fu
· 5
Dongjie Wang
· 3
Hao Liu
· 3
Hui Xiong
· 3
Wei Fan
· 3
Jinghan Zhang
· 2
Yong Ge
· 2
Changyu Chen
· 1
Hengshu Zhu
· 1
Huazhen Fang
· 1
Pengyang Wang
· 1
Qian Lou
· 1
Topics
Exploration
Safe RL
Multi-Agent
Policy Gradient
Value-Based
Model-Based RL
Meta-RL
RLHF & Alignment