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Guozheng Ma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Guozheng Ma
9
papers ·
53
citations ·
33
h-index
PLA Army Engineering University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Don't Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning
2022 · 18 citations
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning
2022 · 17 citations
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
2023 · 10 citations
Normalization Enhances Generalization in Visual Reinforcement Learning
2023 · 3 citations
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
2023 · 1 citations
Rethinking the Role of Dynamic Sparse Training for Scalable Deep Reinforcement Learning
2025
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
2025
Top co-authors
Dacheng Tao
· 5
Xueqian Wang
· 5
Bo Yuan
· 2
Li Shen
· 2
Lu Li
· 2
Zhen Wang
· 2
Bo Xia
· 1
Haoyu Wang
· 1
Haoyu Wang
· 1
Haoyu Wang
· 1
Huazhe Xu
· 1
Jiafei Lyu
· 1
Topics
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