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基于多智能体强化学习的乳腺癌致病基因预测 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 5, 页码: 1246-1258
Authors:  刘健;  顾扬;  程玉虎;  王雪松
Adobe PDF(9978Kb)  |  Favorite  |  View/Download:15/3  |  Submit date:2024/05/20
乳腺癌  致病基因  基因排序  多智能体强化学习  演示学习  
考虑输出约束的冗余驱动绳索并联机器人预设性能控制 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 7, 页码: 1704-1717
Authors:  陈正升;  程玉虎;  王雪松
Adobe PDF(3269Kb)  |  Favorite  |  View/Download:3/1  |  Submit date:2024/05/20
滑模控制  有限时间收敛  输出约束  给定时间预设性能控制  冗余驱动绳索并联机器人  
安全强化学习综述 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 9, 页码: 1813-1835
Authors:  王雪松;  王荣荣;  程玉虎
Adobe PDF(1356Kb)  |  Favorite  |  View/Download:25/10  |  Submit date:2024/04/24
安全强化学习  约束马尔科夫决策过程  学习过程  学习目标  离线强化学习  
基于优先采样模型的离线强化学习 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 143-153
Authors:  顾扬;  程玉虎;  王雪松
Adobe PDF(2677Kb)  |  Favorite  |  View/Download:77/20  |  Submit date:2024/04/12
离线强化学习  优先采样模型  时序差分误差    批约束深度Q学习  
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031
Authors:  Chu, Fei;  Liang, Tao;  Chen, C. L. Philip;  Wang, Xuesong;  Ma, Xiaoping
Favorite  |  View/Download:258/0  |  Submit date:2020/09/07
Learning systems  Training  Heuristic algorithms  Neural networks  Automation  Process control  Control engineering  Broad learning system (BLS)  incremental learning algorithm  noise and outliers  weighted penalty factor  
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 5, 页码: 13
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
Favorite  |  View/Download:134/0  |  Submit date:2019/12/16
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
An Ensemble Classifier Based on Selective Independent Component Analysis of DNA Microarray Data 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2009, 卷号: 18, 期号: 4, 页码: 645-649
Authors:  Wang Xuesong;  Gu Yangyang;  Cheng Yuhu;  Zhang Zheng
Favorite  |  View/Download:165/0  |  Submit date:2015/11/08
Selective  Independent Component Analysis  Dna Microarray  Ensemble Learning  Support Vector Machine