Concepedia
Statistics
Publications
6
Citations
178
H-Index
Active since
2020
Affiliations
Jilin University(Current)
Jilin Province Science and Technology Department
Nanyang Technological University
University of Illinois Chicago
Ministry of Education of the People's Republic of China
Xinqi Du is an author at Jilin University specializing in policy learning, reinforcement learning, and computing.
Publications per year
2020–2024
Task-Oriented Intelligent Networking Architecture for the Space–Air–Ground–Aqua Integrated Network
Jun Liu, Xinqi Du, Jun‐Hong Cui et al. · IEEE Internet of Things Journal · 2020 · 100 citations
Computing, Computer Engineering, Computer Science +16
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning
Xinqi Du, Ziyue Li, Cheng Long et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 18 citations
Computing, Computer Science, Machine Learning +16
HRL4EC: Hierarchical reinforcement learning for multi-mode epidemic control
Xinqi Du, Hechang Chen, Bo Yang et al. · Information Sciences · 2023 · 17 citations · Full text
Natural Sciences, Infectious Disease Control, Markov Decision Processes +11
Robust multi-agent reinforcement learning via Bayesian distributional value estimation
Xinqi Du, Hechang Chen, Che Wang et al. · Pattern Recognition · 2023 · 16 citations
Computing, Decision Sciences, Bayesian Data Analysis +13
A Contrastive-Enhanced Ensemble Framework for Efficient Multi-Agent Reinforcement Learning
Xinqi Du, Hechang Chen, Yongheng Xing et al. · Expert Systems with Applications · 2024 · 14 citations
Computing, Autonomous Systems, Machine Learning +12
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