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Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space
期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2021, 页码: 36
作者:
Yang, Yongliang
;
Zhu, Hufei
;
Zhang, Qichao
;
Zhao, Bo
;
Li, Zhenning
;
Wunsch, Donald C.
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  |  
浏览/下载:195/0
  |  
提交时间:2021/11/02
Reproducing kernel Hilbert space
Actor-critic learning
Value function approximation
Online sparsification
Non-parametric learning
Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2858-2869
作者:
Zhao, Bo
;
Liu, Derong
;
Alippi, Cesare
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  |  
浏览/下载:215/0
  |  
提交时间:2021/08/15
Optimal control
Perturbation methods
Nonlinear systems
Uncertainty
Cost function
Stability analysis
Adaptive systems
Adaptive critic designs
adaptive dynamic programming (ADP)
optimal control
sliding mode surface (SMS)
unknown mismatched perturbations
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
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
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  |  
浏览/下载:203/0
  |  
提交时间: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
作者:
Zhao, Bo
;
Shi, Guang
;
Wang, Ding
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  |  
浏览/下载:207/0
  |  
提交时间:2020/07/06
Adaptive dynamic programming
Adaptive critic designs
Mismatched external disturbances
Disturbance observer
Optimal control
Neural networks
Nested tuning law
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
作者:
Zhao, Bo
;
Liu, Derong
收藏
  |  
浏览/下载:242/0
  |  
提交时间: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
Torque sensorless decentralized neuro-optimal control for modular and reconfigurable robots with uncertain environments
期刊论文
NEUROCOMPUTING, 2018, 卷号: 282, 页码: 60-73
作者:
Dong, Bo
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
收藏
  |  
浏览/下载:238/0
  |  
提交时间:2019/12/16
Modular and reconfigurable robot
Decentralized control
Adaptive dynamic programming (ADP)
Optimal control
Neural networks
Actor-Critic-Identifier Structure-Based Decentralized Neuro-Optimal Control of Modular Robot Manipulators With Environmental Collisions
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 96148-96165
作者:
Dong, Bo
;
An, Tianjiao
;
Zhou, Fan
;
Liu, Keping
;
Yu, Weibo
;
Li, Yuanchun
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  |  
浏览/下载:262/0
  |  
提交时间:2019/12/16
Adaptive dynamic programming
collision identification
decentralized optimal control
modular robot manipulators
zero-sum game
Decentralized robust zero-sum neuro-optimal control for modular robot manipulators in contact with uncertain environments: theory and experimental verification
期刊论文
NONLINEAR DYNAMICS, 2019, 卷号: 97, 期号: 1, 页码: 503-524
作者:
Dong, Bo
;
An, Tianjiao
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
收藏
  |  
浏览/下载:236/0
  |  
提交时间:2019/12/16
Modular robot manipulators
Adaptive dynamic programming
Decentralized control
Optimal control
Zero-sum game
An echo state network based approach to room classification of office buildings
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 319-328
作者:
Shi, Guang
;
Zhao, Bo
;
Li, Chao
;
Wei, Qinglai
;
Liu, Derong
收藏
  |  
浏览/下载:302/0
  |  
提交时间:2019/07/12
Power consumption
Room classification
Echo state networks
Neural networks
Policy Iteration Algorithm Based Fault Tolerant Tracking Control: An Implementation on Reconfigurable Manipulators
期刊论文
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2018, 卷号: 13, 期号: 4, 页码: 1739-1750
作者:
Li, Yuanchun
;
Xia, Hongbing
;
Zhao, Bo
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浏览/下载:342/57
  |  
提交时间:2018/10/10
Adaptive dynamic programming
Policy iteration
Fault tolerant tracking control
Reconfigurable manipulators
Neural network