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Model-free reinforcement learning for nonlinear zero-sum games with simultaneous explorations 会议论文
, Vancouver, Canada, 2016-7
作者:  Zhang, Qichao;  Zhao, Dongbin;  Zhu, Yuanheng;  Chen, Xi
浏览  |  Adobe PDF(339Kb)  |  收藏  |  浏览/下载：276/93  |  提交时间：2017/05/04
Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithm 会议论文
, Vancouver, BC, Canada, 24-29 July 2016
作者:  Li, Chao;  Wang, Ding;  Liu, Derong
浏览  |  Adobe PDF(201Kb)  |  收藏  |  浏览/下载：227/78  |  提交时间：2017/05/03
Policy Iteration for Optimal Control of Weakly Coupled Nonlinear Systems with Completely Unknown Dynamics 会议论文
, Boston, MA, USA, July 6-8, 2016
作者:  Li, Chao;  Wang, Ding;  Liu, Derong;  He, Haibo
浏览  |  Adobe PDF(206Kb)  |  收藏  |  浏览/下载：202/76  |  提交时间：2017/05/03
Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programming 期刊论文
Neurocomputing, 2016, 卷号: 198, 期号: wu, 页码: 80
作者:  Yang, Xiong;  Liu, Derong;  Wei, Qinglai;  Wang, Ding
Adobe PDF(1487Kb)  |  收藏  |  浏览/下载：300/125  |  提交时间：2017/02/23
Adaptive Dynamic Programming  Guaranteed Cost Control  Hamilton-jacobi-bellman Equation  Neural Network  Nonlinear System  Reinforcement Learning  
Using reinforcement learning techniques to solve continuous-time non-linear optimal tracking problem without system dynamics 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2016, 卷号: 10, 期号: 12, 页码: 1339-1347
作者:  Zhu, Yuanheng;  Zhao, Dongbin;  Li, Xiangjun
浏览  |  Adobe PDF(976Kb)  |  收藏  |  浏览/下载：407/167  |  提交时间：2016/12/26
Nonlinear Control Systems  Continuous Time Systems  Learning (Artificial Intelligence)  Optimal Control  Dynamic Programming  Lyapunov Methods  Linear Systems  Reinforcement Learning  Continuous-time Problem  Nonlinear Optimal Tracking Problem  Adaptive Dynamic Programming  Model-free Adaptive Optimal Tracking Algorithm  Lyapunov Analysis  Linear System  
Model-Free Optimal Tracking Control via Critic-Only Q-Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 10, 页码: 2134-2144
作者:  Luo, Biao;  Liu, Derong;  Huang, Tingwen;  Wang, Ding;  Luo,Biao
浏览  |  Adobe PDF(1521Kb)  |  收藏  |  浏览/下载：582/284  |  提交时间：2016/10/24
Critic-only Q-learning (Coql)  Model-free  Nonaffine Nonlinear Systems  Optimal Tracking Control  
Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 5, 页码: 1041-1050
作者:  Song, Ruizhuo;  Lewis, Frank L.;  Wei, Qinglai;  Zhang, Huaguang
收藏  |  浏览/下载：210/0  |  提交时间：2016/10/20
Adaptive Critic Designs  Adaptive/approximate Dynamic Programming (Adp)  Dynamic Programming  Off-policy  Optimal Control  Unknown System  
Parallel Transportation Management and Control System and Its Applications in Building Smart Cities 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 卷号: 17, 期号: 6, 页码: 1576-1585
作者:  Zhu, Fenghua;  Li, Zhenjiang;  Chen, Songhang;  Xiong, Gang
Adobe PDF(1133Kb)  |  收藏  |  浏览/下载：541/213  |  提交时间：2016/10/20
Intelligent Transportation Systems (Its)  Artificial System  Computational Experiment And Parallel Execution (Acp) Approach  Parallel Transportation Management And Control System (Ptms)  Computational Experiment  Its Cloud  Social Transportation  Transportation Knowledge Automation  
Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties 期刊论文
INFORMATION SCIENCES, 2016, 期号: 366, 页码: 121-133
作者:  Wang, Ding;  Li, Chao;  Liu, Derong;  Mu, Chaoxu
浏览  |  Adobe PDF(782Kb)  |  收藏  |  浏览/下载：494/192  |  提交时间：2016/10/20
Adaptive Dynamic Programming  Data-based Control  Integral Policy Iteration  Matched Uncertainties  Neural Networks  Robust Optimal Control  
Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions 期刊论文
JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2016, 卷号: 19, 期号: 1, 页码: 1-20
作者:  Ye, Pei-jun;  Wang, Xiao;  Chen, Cheng;  Lin, Yue-tong;  Wang, Fei-yue
浏览  |  Adobe PDF(545Kb)  |  收藏  |  浏览/下载：304/83  |  提交时间：2016/06/20
Agent Modeling  Population Synthesis  Survey