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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
Authors:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
Favorite  |  View/Download:24/0  |  Submit date:2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Optimal rotated block-diagonal preconditioning for discretized optimal control problems constrained with fractional time-dependent diffusive equations 期刊论文
APPLIED NUMERICAL MATHEMATICS, 2021, 卷号: 163, 页码: 126-146
Authors:  Bai, Zhong-Zhi;  Lu, Kang-Ya
Favorite  |  View/Download:79/0  |  Submit date:2021/04/26
Fractional optimal control problem  Numerical discretizations  Block two-by-two linear system  Preconditioning  Spectral bounds  Krylov subspace iteration methods  Convergence property  
Explicit Constructions of Optimal-Access MSCR Codes for All Parameters 期刊论文
IEEE COMMUNICATIONS LETTERS, 2020, 卷号: 24, 期号: 5, 页码: 941-945
Authors:  Zhang, Yaqian;  Zhang, Zhifang;  Wang, Lu
Favorite  |  View/Download:73/0  |  Submit date:2020/06/30
Cooperative regenerating code  optimal access  distributed storage system  
Limit Configurations of Schrodinger Systems Versus Optimal Partition for the Principal Eigenvalue of Elliptic Systems 期刊论文
ADVANCED NONLINEAR STUDIES, 2019, 卷号: 19, 期号: 4, 页码: 693-715
Authors:  Luo, Haijun;  Zhang, Zhitao
Favorite  |  View/Download:86/0  |  Submit date:2020/05/24
Schrodinger System  Almgren's Monotonicity Formula  Optimal Partition  Free Boundary Problem  
Optimal Output Consensus of High-Order Multiagent Systems With Embedded Technique 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1768-1779
Authors:  Tang, Yutao;  Deng, Zhenhua;  Hong, Yiguang
Favorite  |  View/Download:65/0  |  Submit date:2019/12/13
Embedded control  high-order system  optimal output consensus  optimal signal generator  
Optimal Policies for Brownian Inventory Systems With a Piecewise Linear Ordering Cost 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 7, 页码: 3235-3248
Authors:  Yao, Dacheng;  Chao, Xiuli;  Wu, Jingchen
Favorite  |  View/Download:92/0  |  Submit date:2018/07/30
Brownian inventory system  general ordering cost  optimal control  (s, S) policy  singular control policy  
EVENT-TRIGGERED DESIGN FOR MULTI-AGENT OPTIMAL CONSENSUS OF EULER-LAGRANGIAN SYSTEMS 期刊论文
KYBERNETIKA, 2017, 卷号: 53, 期号: 1, 页码: 179-194
Authors:  Wang, Xue-Fang;  Deng, Zhenhua;  Ma, Song;  Du, Xian
Favorite  |  View/Download:49/0  |  Submit date:2018/07/30
optimal consensus  multi-agent system  Euler-Lagrangian system  event-triggered control  
Indefinite Mean-Field Stochastic Linear-Quadratic Optimal Control: From Finite Horizon to Infinite Horizon 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 11, 页码: 3269-3284
Authors:  Ni, Yuan-Hua;  Li, Xun;  Zhang, Ji-Feng
Favorite  |  View/Download:81/0  |  Submit date:2018/07/30
Indefinite linear-quadratic optimal control  mean-field theory  stochastic system  
OPTIMAL STATE ESTIMATION FOR NON-TIME INVERTIBLE EVOLUTIONARY SYSTEMS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 卷号: 54, 期号: 5, 页码: 2754-2786
Authors:  Guo, Bao-Zhu;  Yu, Huaiqiang
Favorite  |  View/Download:47/0  |  Submit date:2018/07/30
output tracking  parabolic system  infinite-dimensional filter  optimal state estimate  
Adaptive tracking of a class of first-order systems with binary-valued observations and fixed thresholds 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2012, 卷号: 25, 期号: 6, 页码: 1041-1051
Authors:  Guo Jin;  Zhang JiFeng;  Zhao Yanlong
Favorite  |  View/Download:48/0  |  Submit date:2021/01/14
IDENTIFICATION  Adaptive control  binary-valued observation  optimal tracking  parameter estimation  stochastic system