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Improving the Data Quality for Credit Card Fraud Detection 会议论文
, Arlington, VA, USA, 2022-11
Authors:  Rongrong Jing;  Hu Tian;  Yidi Li;  Xingwei Zhang;  Xiaolong Zheng;  Zhu Zhang;  Daniel Dajun Zeng
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Monte Carlo-based reinforcement learning control for unmanned aerial vehicle systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 282-291
Authors:  Wei, Qinglai;  Yang, Zesheng;  Su, Huaizhong;  Wang, Lijian
Favorite  |  View/Download：19/0  |  Submit date：2022/09/19
Reinforcement learning  Adaptive dynamic programming (ADP)  UAV control  Monte Carlo simulation  Neural networks  
Constructing Constraint Force Field in Musculoskeletal Robot by Co-optimizing Muscle Arrangements and Constant Activations 会议论文
, PADUA，Italy, 2022-7-18
Authors:  Zhong SL(钟汕林);  Zhou JJ(周俊杰);  Wu W(吴伟)
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Musculoskeletal robot  Constraint Force Field  High precision  Control Schemes of robot  
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
Authors:  Yang, Xiong;  Xu, Mengmeng;  Wei, Qinglai
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Asymptotic stability  Interconnected systems  Decentralized control  Closed loop systems  Artificial neural networks  Optimal control  Nonlinear dynamical systems  Adaptive dynamic programming (ADP)  decentralized control  event-based control  interconnected system  reinforcement learning (RL)  
A novel event-triggered adaptive tracking control framework for a manipulator with aperiodic neural network estimation 期刊论文
Assembly Automation, 2022, 页码: 1-16
Authors:  Gao jie
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图像异常检测研究现状综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 6, 页码: 1402-1428
Authors:  吕承侃;  沈飞;  张正涛;  张峰
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图像异常检测  计算机视觉  深度学习  神经网络  背景重构  
Event-Triggered Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems With Application to a Boiler-Turbine System 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 6, 页码: 3926-3935
Authors:  Wei, Qinglai;  Lu, Jingwei;  Zhou, Tianmin;  Cheng, Xiang;  Wang, Fei-Yue
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Optimal control  Nonlinear systems  Informatics  Control systems  Performance analysis  Mathematical models  Upper bound  Adaptive dynamic programming (ADP)  boiler-turbine system (BTS)  control constraints  event-triggered  nonlinear optimal control  parallel control  
融合自适应神经网络的机器人模型预测控制方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  康二龙
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机器人控制  模型预测控制  自适应神经网络  机械臂  最优控制理论  
肌肉骨骼机器人神经启发式分层运动学习研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  周俊杰
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肌肉骨骼机器人系统  神经启发式算法  分层运动学习  行为决策  
复杂网络中的异质性传播动力学分析与情景建模 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  罗天怡
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异质性复杂网络  传染病传播模型  信息传播  情景建模  新型冠状病毒肺炎