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Xueqi Cheng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xueqi Cheng
42
papers ·
177
citations ·
74
h-index
Florida State University · Chinese Academy of Sciences · Institute of Computing Technology · Florida Department of State
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Semantic Scholar ↗
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Most-cited papers
Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning
2018 · 2 citations
SAW: Stage-Aware Dynamic Weighting for Multi-Objective Reinforcement Learning in Large Language Models
2026
DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage
2026
RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning
2025
Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning
2025
Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs
2025
MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server
2018
Top co-authors
Jiafeng Guo
· 5
Baolong Bi
· 2
Miao Su
· 2
Shenghua Liu
· 2
Xiaolong Jin
· 2
Yuyao Ge
· 2
Fangda Guo
· 1
Hongjian Dou
· 1
Huaming Liao
· 1
Huawei Shen
· 1
Jun Xu
· 1
Liang Pang
· 1
Topics
cs.AI
Policy Gradient
Model-Based RL
Value-Based
cs.LG
cs.CL
cs.IR
Offline RL