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Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 12, 页码: 6004-6014
Authors:  Wang, Ding;  Liu, Derong
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
Adaptive dynamic programming  event-based design  guaranteed cost control  optimal control  self-learning technique  
Adaptive Q-Learning for Data-Based Optimal Output Regulation With Experience Replay 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3337-3348
Authors:  Luo, Biao;  Yang, Yin;  Liu, Derong
Favorite  |  View/Download:26/0  |  Submit date:2019/01/08
Data-based  experience replay  neural networks (NNs)  off-policy  optimal control  Q-learning (QL)  
An Autonomous Driving Experience Platform with Learning-Based Functions 会议论文
, Bangalore, India, 18-21 Nov. 2018
Authors:  Li, Dong;  Zhao, Dongbin;  Zhang, Qichao;  Zhu, Yuanheng
View  |  Adobe PDF(215Kb)  |  Favorite  |  View/Download:33/11  |  Submit date:2019/04/25
A Review of Computational Intelligence for StarCraft AI 会议论文
, Bangalore, India, 18-21 Nov. 2018
Authors:  Tang, Zhentao;  Shao, Kun;  Zhu, Yuanheng;  Li, Dong;  Zhao, Dongbin;  Huang, Tingwen
View  |  Adobe PDF(131Kb)  |  Favorite  |  View/Download:48/34  |  Submit date:2019/04/25
Learning battles in ViZDoom via deep reinforcement learning 会议论文
, Maastricht, The Netherlands, 2018-08
Authors:  Kun Shao;  Dongbin Zhao;  Nannan Li;  Yuanheng Zhu
View  |  Adobe PDF(446Kb)  |  Favorite  |  View/Download:42/21  |  Submit date:2019/04/22
Reinforcement Learning, Deep Learning, Game Ai  
Decentralized control for large-scale nonlinear systems with unknown mismatched interconnections via policy iteration 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 卷号: 48, 期号: 10, 页码: 1725-1735
Authors:  Zhao B(赵博);  Ding Wang
View  |  Adobe PDF(768Kb)  |  Favorite  |  View/Download:98/19  |  Submit date:2018/10/14
Adaptive Dynamic Programming  Decentralized Control  Large-scale Systems  Neural Networks  
Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 463, 页码: 307-322
Authors:  Yang, Xiong;  He, Haibo;  Wei, Qinglai;  Luo, Biao
Favorite  |  View/Download:46/0  |  Submit date:2018/10/10
Adaptive Dynamic Programming  Neural Networks  Optimal Control  Reinforcement Learning  Robust Control  Unmatched Uncertainty  
A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle 期刊论文
Frontiers in Neurorobotics, 2018, 期号: 12, 页码: 56
Authors:  Zhao Feifei;  Zeng Yi;  Xu Bo
View  |  Adobe PDF(2166Kb)  |  Favorite  |  View/Download:51/13  |  Submit date:2019/04/22
Spiking Neural Network  Brain-inspired Decision-making  Dopamine Regulation  Multiple Brain Areas Coordination  Reinforcement Learning  UAV Autonomous Learning  
Adaptive dynamic programming-based stabilization of nonlinear systems with unknown actuator saturation 期刊论文
NONLINEAR DYNAMICS, 2018, 卷号: 93, 期号: 4, 页码: 2089-2103
Authors:  Zhao, Bo;  Jia, Lihao;  Xia, Hongbing;  Li, Yuanchun
View  |  Adobe PDF(1069Kb)  |  Favorite  |  View/Download:65/26  |  Submit date:2018/10/10
Adaptive Dynamic Programming  Unknown Actuator Saturation  Continuous-time Nonlinear Systems  Stabilizing Control  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
Authors:  Li, Yuanchun;  Xia, Hongbing;  Zhao, Bo
View  |  Adobe PDF(708Kb)  |  Favorite  |  View/Download:63/6  |  Submit date:2018/10/10
Adaptive Dynamic Programming  Policy Iteration  Fault Tolerant Tracking Control  Reconfigurable Manipulators  Neural Network