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Sirui Zheng
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 7
Top Topics
Markov Decision Process
Neural Dynamics
Factored Mdps
Quality Prediction
Top Venues
Inf.
CoRR
IEEE Trans. Geosci. Remote. Sens.
ICLR
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Publications
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Chen Ding
,
Mengmeng Zheng
,
Sirui Zheng
,
Yaoyang Xu
,
Lei Zhang
,
Wei Wei
,
Yanning Zhang
Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Zhihan Liu
,
Miao Lu
,
Wei Xiong
,
Han Zhong
,
Hao Hu
,
Shenao Zhang
,
Sirui Zheng
,
Zhuoran Yang
,
Zhaoran Wang
One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration.
CoRR
(2023)
Sirui Zheng
,
Lingxiao Wang
,
Shuang Qiu
,
Zuyue Fu
,
Zhuoran Yang
,
Csaba Szepesvári
,
Zhaoran Wang
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics.
ICLR
(2023)
Dushi Wen
,
Sirui Zheng
,
Jiazhen Chen
,
Zhouyi Zheng
,
Chen Ding
,
Lei Zhang
Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction.
Inf.
14 (4) (2023)
Zhihan Liu
,
Miao Lu
,
Wei Xiong
,
Han Zhong
,
Hao Hu
,
Shenao Zhang
,
Sirui Zheng
,
Zhuoran Yang
,
Zhaoran Wang
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration.
NeurIPS
(2023)
Chen Ding
,
Zhouyi Zheng
,
Sirui Zheng
,
Xuke Wang
,
Xiaoyan Xie
,
Dushi Wen
,
Lei Zhang
,
Yanning Zhang
Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture.
Inf.
13 (5) (2022)
Han Zhong
,
Wei Xiong
,
Sirui Zheng
,
Liwei Wang
,
Zhaoran Wang
,
Zhuoran Yang
,
Tong Zhang
A Posterior Sampling Framework for Interactive Decision Making.
CoRR
(2022)