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A Data-Driven Real-Time Trajectory Planning and Control Methodology for UGVs Using LSTMRDNN 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1292-1294
Authors:  Kaiyuan Chen;  Runqi Chai;  Runda Zhang;  Zhida Xing;  Yuanqing Xia;  Guoping Liu
Adobe PDF(854Kb)  |  Favorite  |  View/Download:77/23  |  Submit date:2024/04/10
Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 344-361
Authors:  Yunfeng Hu;  Chong Zhang;  Bo Wang;  Jing Zhao;  Xun Gong;  Jinwu Gao;  Hong Chen
Adobe PDF(15857Kb)  |  Favorite  |  View/Download:111/23  |  Submit date:2024/01/23
Adaptive control  control system synthesis  data-driven iterative learning control  neurocontroller  nonlinear discrete time systems  
Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
Authors:  Ding Wang;  Ning Gao;  Derong Liu;  Jinna Li;  Frank L. Lewis
Adobe PDF(1945Kb)  |  Favorite  |  View/Download:302/198  |  Submit date:2024/01/02
Adaptive dynamic programming (ADP)  advanced control  complex environment  data-driven control  event-triggered design  intelligent control  neural networks  nonlinear systems  optimal control  reinforcement learning (RL)  
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
Authors:  Xiong Yang;  Bo Zhao
View  |  Adobe PDF(1346Kb)  |  Favorite  |  View/Download:153/51  |  Submit date:2021/03/11
Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
基于自适应动态规划方法的智能微网系统电能优化协调控制 学位论文
, 北京: 中国科学院大学, 2018
Authors:  徐延才
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智能电网  神经网络  自适应动态规划  电能管理  
Impact of Flavor on Electronic Cigarette Marketing in Social Media 会议论文
, USA, 11.17-11.18
Authors:  Yunji Liang;  Xiaolong Zheng;  Daniel Zeng;  Xingshe Zhou
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连续时间自适应动态规划及其在复杂系统控制中的应用 学位论文
, 北京: 中国科学院大学, 2017
Authors:  李超
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自适应动态规划  智能控制  最优控制  神经网络  复杂系统  
Adaptive Dynamic Programming: An Introduction 期刊论文
IEEE Computational Intelligence Magazine, 2009, 卷号: 4, 期号: 2, 页码: 39-47
Authors:  Fei-Yue Wang;  Huaguang Zhang;  Derong Liu
Adobe PDF(2205Kb)  |  Favorite  |  View/Download:1993/1173  |  Submit date:2016/10/25
Adaptive Dynamic Programming  
Data-Driven Zero-Sum Neuro-Optimal Control for a Class of Continuous-Time Unknown Nonlinear Systems With Disturbance Using ADP 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 2, 页码: 444-458
Authors:  Wei, Qinglai;  Song, Ruizhuo;  Yan, Pengfei
Adobe PDF(2204Kb)  |  Favorite  |  View/Download:442/142  |  Submit date:2016/06/14
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Neurodynamic Programming  Nonlinear Systems  Optimal Control  Recurrent Neural Network (Rnn)  Reinforcement Learning  
Action dependent heuristic dynamic programming based residential energy scheduling with home energy inter-exchange 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2015, 卷号: 103, 期号: x, 页码: 553-561
Authors:  Xu, Yancai;  Liu, Derong;  Wei, Qinglai;  Qinglai Wei
View  |  Adobe PDF(809Kb)  |  Favorite  |  View/Download:339/115  |  Submit date:2015/10/13
Action Dependent Heuristic Dynamic Programming  Residential Energy Management  Energy Scheduling  Control Sequence  Control Strategy