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Policy Iteration Algorithm for Constrained Cost Optimal Control of Discrete-Time Nonlinear System 会议论文
, Shenzhen, China, 2021.7.18-22
作者:  Li, Tao;  Wei, Qinglai;  Li, Hongyang;  Song, Ruizhuo
Adobe PDF(920Kb)  |  收藏  |  浏览/下载：57/24  |  提交时间：2024/05/28
Spiking Adaptive Dynamic Programming with Poisson Process 会议论文
, 中国山东省青岛市, 2021-07-18
作者:  Wei QL(魏庆来);  Han LY(韩立元);  Zhang TL(张铁林)
Adobe PDF(2334Kb)  |  收藏  |  浏览/下载：53/16  |  提交时间：2024/05/28
Constrained-cost adaptive dynamic programming for optimal control of discrete-time nonlinear systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: 35, 期号: 3, 页码: 3251 - 3264
作者:  Wei, Qinglai;  Li, Tao
Adobe PDF(8471Kb)  |  收藏  |  浏览/下载：57/21  |  提交时间：2024/05/28
Adaptive dynamic programming  approximate dynamic programming  constrained cost  optimal control  reinforcement learning  
Isoperimetric Constraint Inference for Discrete-Time Nonlinear Systems Based on Inverse Optimal Control 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 1 - 13
作者:  Wei, Qinglai;  Li, Tao;  Zhang, Jie;  Li, Hongyang;  Wang, Xin;  Xiao, Jun
Adobe PDF(1700Kb)  |  收藏  |  浏览/下载：49/22  |  提交时间：2024/05/28
非侵入式负荷监测综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 3, 页码: 644-663
作者:  邓晓平;  张桂青;  魏庆来;  彭伟;  李成栋
Adobe PDF(13303Kb)  |  收藏  |  浏览/下载：90/19  |  提交时间：2024/05/20
非侵入式负荷监测  负荷分解  特征提取  隐马尔科夫模型  深度学习  
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
Adobe PDF(8060Kb)  |  收藏  |  浏览/下载：93/20  |  提交时间：2024/03/27
Direct dynamic programming (DDP)  Lorenz system  multiscale dynamics  point-to-point control  recursive least square (RLS)  spiking neural network (SNN)  
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:  Li, Tao;  Wei, Qinglai;  Wang, Fei-Yue
Adobe PDF(784Kb)  |  收藏  |  浏览/下载：119/21  |  提交时间：2024/02/22
Performance analysis  Optimal control  Dynamic programming  Iterative algorithms  Upper bound  Measurement  Convergence  Adaptive dynamic programming (ADP)  isoperimetric constraints  nonlinear systems  optimal control  policy iteration  
Spiking Adaptive Dynamic Programming Based on Poisson Process for Discrete-Time Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
Adobe PDF(2904Kb)  |  收藏  |  浏览/下载：239/16  |  提交时间：2022/01/27
Maximum likelihood estimation (MLE)  Nonlinear systems  Optimal control  Poisson process  Spike train  Spiking Adaptive dynamic programming（SADP）  
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
作者:  Wei, Qinglai;  Liao, Zehua;  Shi, Guang
Adobe PDF(1229Kb)  |  收藏  |  浏览/下载：290/38  |  提交时间：2021/11/02
Optimal control  Process control  Smart homes  Dynamic programming  Numerical models  Iterative methods  Informatics  Actor-critic learning  adaptive critic designs  adaptive dynamic programming (ADP)  approximate dynamic programming  energy management  optimal control  smart grid  
Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems with ε-Error Bound 期刊论文
IEEE Transactions on Neural Networks, 2011, 卷号: 22, 期号: 1, 页码: 24-36
作者:  Fei-Yue Wang;  Ning Jin;  Derong Liu;  Qinglai Wei
浏览  |  Adobe PDF(506Kb)  |  收藏  |  浏览/下载：289/125  |  提交时间：2016/10/25
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Learning Control  Neural Control  Neural Dynamic Programming  Optimal Control  Reinforcement Learning.