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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：119/0  |  提交时间：2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
收藏  |  浏览/下载：176/0  |  提交时间：2021/10/26
Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality  
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：156/0  |  提交时间：2021/10/26
infinite-time horizon  approximate optimal control design  completely model-free  neural network  
Feature screening under missing indicator imputation with non-ignorable missing response 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 149, 页码: 12
作者:  Zhang, Jing;  Wang, Qihua;  Kang, Jian
收藏  |  浏览/下载：225/0  |  提交时间：2020/06/30
Model-free  Non-ignorable nonresponse  Sure screening property  Ultrahigh dimensionality  Variable screening  
ADDITIVE MEAN RESIDUAL LIFE MODEL WITH LATENT VARIABLES UNDER RIGHT CENSORING 期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 1, 页码: 47-66
作者:  He, Haijin;  Pan, Deng;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：331/0  |  提交时间：2019/03/05
Borrow-strength estimation  corrected estimating equations  distribution-free factor analysis  latent variables  mean residual life function  model checking  
Sure explained variability and independence screening 期刊论文
JOURNAL OF NONPARAMETRIC STATISTICS, 2017, 卷号: 29, 期号: 4, 页码: 849-883
作者:  Chen, Min;  Lian, Yimin;  Chen, Zhao;  Zhang, Zhengjun
收藏  |  浏览/下载：204/0  |  提交时间：2018/07/30
Feature screening  sure screening property  generalised measures of correlation  nonparametric inference  model-free approach  
Prediction of protein interaction hot spots using rough set-based multiple criteria linear programming 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2011, 卷号: 269, 期号: 1, 页码: 174-180
作者:  Chen, Ruoying;  Zhang, Zhiwang;  Wu, Di;  Zhang, Peng;  Zhang, Xinyang;  Wang, Yong;  Shi, Yong
收藏  |  浏览/下载：274/0  |  提交时间：2018/07/30
Binding free energy  Alanine mutation  Residue's features  Combined model  Predictive performance  
On torsion-free vacuum solutions of the model of de Sitter gauge theory of gravity 期刊论文
FRONTIERS OF PHYSICS IN CHINA, 2008, 卷号: 3, 期号: 2, 页码: 191-194
作者:  Huang, Chao-guang;  Tian, Yu;  Wu, Xiao-ning;  Guo, Han-ying
收藏  |  浏览/下载：133/0  |  提交时间：2018/07/30
torsion-free vacuum solutions  model of de Sitter gauge theory  gravity  
Analysis of an SI epidemic model with nonlinear transmission and stage structure 期刊论文
ACTA MATHEMATICA SCIENTIA, 2003, 卷号: 23, 期号: 4, 页码: 440-446
作者:  Lu, ZH;  Gao, SJ;  Chen, LS
收藏  |  浏览/下载：116/0  |  提交时间：2018/07/30
SI epidemic model  threshold  disease free equilibrium  endemic equilibrium  global attractor