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Adaptive Dynamic Programming for Control: A Survey and Recent Advances 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 142-160
Authors:  Liu, Derong;  Xue, Shan;  Zhao, Bo;  Luo, Biao;  Wei, Qinglai
Favorite  |  View/Download:23/0  |  Submit date:2021/03/08
Adaptive critic designs (ACDs)  adaptive dynamic programming  approximate dynamic programming  intelligent control  learning control  neural dynamic programming  neuro-dynamic programming  optimal control  reinforcement learning (RL)  
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
Authors:  Zhao, Bo;  Liu, Derong;  Luo, Chaomin
Favorite  |  View/Download:9/0  |  Submit date:2021/01/07
Nonlinear systems  Optimal control  Artificial neural networks  Actuators  Observers  Feedforward systems  Adaptive dynamic programming (ADP)  neural networks (NNs)  optimal control  reinforcement learning (RL)  uncertain input constraints  unknown nonlinear systems  
Asymptotically stable critic designs for approximate optimal stabilization of nonlinear systems subject to mismatched external disturbances 期刊论文
NEUROCOMPUTING, 2020, 卷号: 396, 页码: 201-208
Authors:  Zhao, Bo;  Shi, Guang;  Wang, Ding
Favorite  |  View/Download:44/0  |  Submit date:2020/07/06
Adaptive dynamic programming  Adaptive critic designs  Mismatched external disturbances  Disturbance observer  Optimal control  Neural networks  Nested tuning law  
The Role and Challenges of Body Channel Communication in Wearable Flexible Electronics 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2020, 卷号: 14, 期号: 2, 页码: 283-296
Authors:  Zhao, Bo;  Mao, Jingna;  Zhao, Jian;  Yang, Huazhong;  Lian, Yong
Favorite  |  View/Download:38/0  |  Submit date:2020/06/02
Body channel communication (BCC)  flexible electronic  sensor  transceiver  wearable device  
Event-Triggered Decentralized Tracking Control of Modular Reconfigurable Robots Through Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 4, 页码: 3054-3064
Authors:  Zhao, Bo;  Liu, Derong
Favorite  |  View/Download:47/0  |  Submit date:2020/03/30
Decentralized control  Couplings  Optimal control  Robots  Dynamic programming  Artificial neural networks  Trajectory  Adaptive dynamic programming  decentralized tracking control  event-triggered mechanism  modular reconfigurable robots  optimal control  reinforcement learning  
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:2/0  |  Submit date:2021/03/11
Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
Authors:  Haowei Lin;  Bo Zhao;  Derong Liu;  Cesare Alippi
View  |  Adobe PDF(2135Kb)  |  Favorite  |  View/Download:3/1  |  Submit date:2021/03/11
Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)  
面向交互的序列动作类人学习机制与方法研究 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, 2019
Authors:  赵博程
Adobe PDF(13658Kb)  |  Favorite  |  View/Download:141/1  |  Submit date:2020/01/05
模仿学习、类脑学习、非刚性点集配准、笔画顺序恢复、手写风格模仿、知识解耦、序列感知机  
Deep imitator: handwriting calligraphy imitation via deep attention networks 期刊论文
Pattern Recogniton, 2019, 期号: 已接收, 页码: 已接收
Authors:  Zhao, Bocheng;  Tao, Jianhua;  Yang, Minghao;  Tian, Zhengkun;  Fan, Cunhang;  Bai, Ye
View  |  Adobe PDF(2498Kb)  |  Favorite  |  View/Download:154/56  |  Submit date:2020/01/05
calligraphy imitation, attention, mata-style matrix, condition Gated Recurrent Unit  
An Auto Loss Compensation System for Capacitive-Coupled Body Channel Communication 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 4, 页码: 756-765
Authors:  Zhao, Jian;  Sun, Wenyu;  Mao, Jingna;  Huang, Yuxuan;  Zhao, Bo;  Liu, Yongpan;  Yang, Huazhong
Favorite  |  View/Download:63/0  |  Submit date:2019/12/16
Auto loss compensation (ALC)  body channel communication (BCC)  path loss