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1

Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics

Song, Ruizhuo, Wei, Qinglai, Zhang, Huaguang, Lewis, Frank L.

Journal:

IEEE Transactions on Cybernetics

Year:

2020

File:

PDF, 978 KB

2020

2

Mix-zero-sum differential games for linear systems with unknown dynamics based on off-policy IRL

Song, Ruizhuo, Du, Kanghao

Journal:

Year:

2020

Language:

english

File:

PDF, 756 KB

english, 2020

3

Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems Via Data-Based Adaptive Dynamic Programming

Wei, Qinglai, Liao, Zehua, Song, Ruizhuo, Zhang, Pinjia, Wang, Zhuo, Xiao, Jun

Journal:

IEEE Transactions on Industrial Electronics

Year:

2020

Language:

english

File:

PDF, 4.63 MB

english, 2020

4

Event-triggered constrained robust control for partly-unknown nonlinear systems via ADP

Song, Ruizhuo, Liu, Lu

Journal:

Year:

2020

File:

PDF, 1.52 MB

2020

5

Optimal control laws for time-delay systems with saturating actuators based on heuristic dynamic programming

Ruizhuo Song, Huaguang Zhang, Yanhong Luo, Qinglai Wei

Journal:

Year:

2010

Language:

english

File:

PDF, 490 KB

english, 2010

6

Optimal Tracking Control for a Class of Nonlinear Discrete-Time Systems With Time Delays Based on Heuristic Dynamic Programming

Huaguang Zhang,, Ruizhuo Song,, Qinglai Wei,, Tieyan Zhang,

Journal:

IEEE Transactions on Neural Networks

Year:

2011

Language:

english

File:

PDF, 618 KB

english, 2011

7

Neural-network-based approach to finite-time optimal control for a class of unknown nonlinear systems

Song, Ruizhuo, Xiao, Wendong, Wei, Qinglai, Sun, Changyin

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2014

Language:

english

File:

PDF, 503 KB

english, 2014

8

Nearly finite-horizon optimal control for a class of nonaffine time-delay nonlinear systems based on adaptive dynamic programming

Song, Ruizhuo, Wei, Qinglai, Sun, Qiuye

Journal:

Year:

2015

Language:

english

File:

PDF, 614 KB

english, 2015

9

ADP-based optimal sensor scheduling for target tracking in energy harvesting wireless sensor networks

Song, Ruizhuo, Wei, Qinglai, Xiao, Wendong

Journal:

Neural Computing and Applications

Year:

2016

Language:

english

File:

PDF, 706 KB

english, 2016

10

Data-Driven Zero-Sum Neuro-Optimal Control for a Class of Continuous-Time Unknown Nonlinear Systems With Disturbance Using ADP

Wei, Qinglai, Song, Ruizhuo, Yan, Pengfei

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 2.15 MB

english, 2016

11

Discrete-Time Deterministic Q-Learning: A Novel Convergence Analysis

Wei, Qinglai, Lewis, Frank L., Sun, Qiuye, Yan, Pengfei, Song, Ruizhuo

Journal:

IEEE Transactions on Cybernetics

Year:

2016

Language:

english

File:

PDF, 3.19 MB

english, 2016

12

Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors

Wei, Qinglai, Li, Benkai, Song, Ruizhuo

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 2.42 MB

english, 2017

13

Synchronous Optimal Control Method for Nonlinear Systems with Saturating Actuators and Unknown Dynamics using Off-policy Integral Reinforcement Learning

Zhang, Zenglian, Song, Ruizhuo, Cao, Min

Journal:

Year:

2019

Language:

english

File:

PDF, 2.11 MB

english, 2019

14

Data-Driven Finite-Horizon Optimal Tracking Control Scheme for Completely Unknown Discrete-Time Nonlinear Systems

Song, Ruizhuo, Xie, Yulong, Zhang, Zenglian

Journal:

Year:

2019

Language:

english

File:

PDF, 1.79 MB

english, 2019

15

Bipartite state synchronization of heterogeneous system with active leader on signed digraph under adversarial inputs

Li, Qing, Xia, Lina, Song, Ruizhuo

Journal:

Year:

2019

Language:

english

File:

PDF, 2.23 MB

english, 2019

16

[IEEE 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) - Dali, China (2019.5.24-2019.5.27)] 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) - Optimal and Stable Control for Two-Player Zero-Sum Game Using Adaptive Dynamic Programming

Zhu, Liao, Song, Ruizhuo, Wei, Qinglai, Yang, Zhanyu, Zhao, Bo

Year:

2019

Language:

english

File:

PDF, 1.03 MB

english, 2019

17

Leader-Follower Bipartite Output Synchronization on Signed Digraphs Under Adversarial Factors via Data-Based Reinforcement Learning

Li, Qing, Xia, Lina, Song, Ruizhuo, Liu, Jian

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 1.74 MB

english, 2019

18

Robust optimal control for a class of nonlinear systems with unknown disturbances based on disturbance observer and policy iteration

Song, Ruizhuo, Lewis, Frank L.

Journal:

Year:

2020

File:

PDF, 1.52 MB

2020

19

Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game

Wei, Qinglai, Zhu, Liao, Song, Ruizhuo, Zhang, Pinjia, Liu, Derong, Xiao, Jun

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2020

File:

PDF, 1.62 MB

2020

20

Electroluminescence from ZnO nanowires homojunction LED grown on Si substrate by simple chemical vapor deposition

Pengcheng Tao, Qiuju Feng, Junyan Jiang, Haifeng Zhao, Ruizhuo Xu, Shuang Liu, Mengke Li, Jingchang Sun, Zhe Song

Journal:

Chemical Physics Letters

Year:

2012

Language:

english

File:

PDF, 822 KB

english, 2012

21

The finite-horizon optimal control for a class of time-delay affine nonlinear system

Ruizhuo Song, Huaguang Zhang

Journal:

Neural Computing and Applications

Year:

2013

Language:

english

File:

PDF, 346 KB

english, 2013

22

Multi-objective optimal control for a class of nonlinear time-delay systems via adaptive dynamic programming

Song, Ruizhuo, Xiao, Wendong, Wei, Qinglai

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2013

Language:

english

File:

PDF, 466 KB

english, 2013

23

Multi-objective optimal control for a class of unknown nonlinear systems based on finite-approximation-error ADP algorithm

Song, Ruizhuo, Xiao, Wendong, Zhang, Huaguang

Journal:

Year:

2013

Language:

english

File:

PDF, 783 KB

english, 2013

24

A newly prepared Ni(OH)2@Cr(OH)3 nanohybrid for its bioelectrocatalysis

Zhang, Wangyao, Yang, Yang, Li, Fenfen, Song, Guosheng, Shao, Yong, Ouyang, Ruizhuo, Xu, Lina, Li, Weiwei, Miao, Yuqing

Journal:

Sensors and Actuators B: Chemical

Year:

2014

Language:

english

File:

PDF, 2.40 MB

english, 2014

25

A new self-learning optimal control laws for a class of discrete-time nonlinear systems based on ESN architecture

Song, RuiZhuo, Xiao, WenDong, Sun, ChangYin

Journal:

SCIENCE CHINA Information Sciences

Year:

2014

Language:

english

File:

PDF, 409 KB

english, 2014

26

[IEEE 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Optimal control for a class of nonlinear system with controller constraints based on finite-approximation-errors ADP algorithm

Song, Ruizhuo, Xiao, Wendong, Luo, Yanhong

Year:

2013

Language:

english

File:

PDF, 167 KB

english, 2013

27

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - Neural-network-based optimal control for a class of complex-valued nonlinear systems with input saturation

Song, Ruizhuo, Wei, Qinglai, Zhang, Zenglian, Song, Biao

Year:

2014

Language:

english

File:

PDF, 619 KB

english, 2014

28

Adaptive Dynamic Programming for a Class of Complex-Valued Nonlinear Systems

Song, Ruizhuo, Xiao, Wendong, Zhang, Huaguang, Sun, Changyin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 541 KB

english, 2014

29

[IEEE 2010 International Conference on Networking, Sensing and Control (ICNSC) - Chicago, IL, USA (2010.04.10-2010.04.12)] 2010 International Conference on Networking, Sensing and Control (ICNSC) - Near-optimal control laws based on Heuristic Dynamic Programming iteration algorithm

Song, Ruizhuo, Yang, Dongsheng, Zhang, Huaguang

Year:

2010

Language:

english

File:

PDF, 542 KB

english, 2010

30

[IEEE 2012 10th World Congress on Intelligent Control and Automation (WCICA 2012) - Beijing, China (2012.07.6-2012.07.8)] Proceedings of the 10th World Congress on Intelligent Control and Automation - Self-learning sensor scheduling for target tracking in wireless sensor networks based on adaptive dynamic programming

Xiao, Wendong, Song, Ruizhuo

Year:

2012

Language:

english

File:

PDF, 254 KB

english, 2012

31

[IEEE 2014 33rd Chinese Control Conference (CCC) - Nanjing, China (2014.7.28-2014.7.30)] Proceedings of the 33rd Chinese Control Conference - Optimal tracking control for a class of continuous time complex-valued systems based on adaptive dynamic programming algorithm

Song, Ruizhuo, Lewis, Frank L., Wei, Qinglai, Xiao, Wendong

Year:

2014

Language:

english

File:

PDF, 126 KB

english, 2014

32

[IEEE 2011 Ieee Symposium On Adaptive Dynamic Programming And Reinforcement Learning - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - N-step optimal time-invariant trajectory tracking control for a class of nonlinear systems

Song, Ruizhuo, Zhang, Huaguang

Year:

2011

Language:

english

File:

PDF, 115 KB

english, 2011

33

Multiple Actor-Critic Structures for Continuous-Time Optimal Control Using Input-Output Data

Song, Ruizhuo, Lewis, Frank, Wei, Qinglai, Zhang, Hua-Guang, Jiang, Zhong-Ping, Levine, Dan

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 3.37 MB

english, 2015

34

Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances

Song, Ruizhuo, Lewis, Frank L., Wei, Qinglai, Zhang, Huaguang

Journal:

IEEE Transactions on Cybernetics

Year:

2015

Language:

english

File:

PDF, 1023 KB

english, 2015

35

Nonlinear neuro-optimal tracking control via stable iterative Q-learning algorithm

Wei, Qinglai, Song, Ruizhuo, Sun, Qiuye

Journal:

Year:

2015

Language:

english

File:

PDF, 2.26 MB

english, 2015

36

[IEEE 2015 34th Chinese Control Conference (CCC) - Hangzhou, China (2015.7.28-2015.7.30)] 2015 34th Chinese Control Conference (CCC) - Nearly optimal tracking control for continuous time nonlinear systems using a policy iteration based HJB approach

Song, Ruizhuo, Wei, Qinglai, Xiao, Wendong, Du, Zanzan

Year:

2015

Language:

english

File:

PDF, 192 KB

english, 2015

37

[IEEE 2015 5th International Conference on Information Science and Technology (ICIST) - Changsha, China (2015.4.24-2015.4.26)] 2015 5th International Conference on Information Science and Technology (ICIST) - Multiple data-based ADP structures to solve the infinite horizon optimal control problem

Song, Ruizhuo, Wei, Qinglai

Year:

2015

Language:

english

File:

PDF, 1.40 MB

english, 2015

38

[IEEE 2015 34th Chinese Control Conference (CCC) - Hangzhou, China (2015.7.28-2015.7.30)] 2015 34th Chinese Control Conference (CCC) - Optimal self-learning cooperative control for continuous-time heterogeneous multi-agent systems

Qinglai, Wei, Derong, Liu, Ruizhuo, Song

Year:

2015

Language:

english

File:

PDF, 300 KB

english, 2015

39

Off-policy neuro-optimal control for unknown complex-valued nonlinear systems based on policy iteration

Song, Ruizhuo, Wei, Qinglai, Xiao, Wendong

Journal:

Neural Computing and Applications

Year:

2017

Language:

english

File:

PDF, 655 KB

english, 2017

40

Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming

Wei, Qinglai, Liu, Derong, Lin, Qiao, Song, Ruizhuo

Journal:

IEEE Transactions on Cybernetics

Year:

2016

Language:

english

File:

PDF, 2.58 MB

english, 2016

41

Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games

Song, Ruizhuo, Lewis, Frank L., Wei, Qinglai

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 1.50 MB

english, 2016

42

[IEEE 2016 12th World Congress on Intelligent Control and Automation (WCICA) - Guilin, China (2016.6.12-2016.6.15)] 2016 12th World Congress on Intelligent Control and Automation (WCICA) - Optimal control laws for nonlinear oscillator systems with saturating actuators using neural networks based on policy iteration

Xing, Shi, Song, Ruizhuo

Year:

2016

Language:

english

File:

PDF, 256 KB

english, 2016

43

[IEEE 2016 Chinese Control and Decision Conference (CCDC) - Yinchuan, China (2016.5.28-2016.5.30)] 2016 Chinese Control and Decision Conference (CCDC) - Analyses for optimal control of discrete time-delay systems based on ADP algorithm with finite-horizon performance index

Song, Ruizhuo, Xing, Shi

Year:

2016

Language:

english

File:

PDF, 138 KB

english, 2016

44

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis

Wei, Qinglai, Lewis, Frank L., Liu, Derong, Song, Ruizhuo, Lin, Hanquan

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2016

Language:

english

File:

PDF, 5.43 MB

english, 2016

45

Optimal constrained self-learning battery sequential management in microgrid via adaptive dynamic programming

Wei, Qinglai, Liu, Derong, Liu, Yu, Song, Ruizhuo

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2017

Language:

english

File:

PDF, 7.27 MB

english, 2017

46

Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games

Wei, Qinglai, Liu, Derong, Lin, Qiao, Song, Ruizhuo

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 2.23 MB

english, 2017

47

[IEEE 2016 Chinese Control and Decision Conference (CCDC) - Yinchuan, China (2016.5.28-2016.5.30)] 2016 Chinese Control and Decision Conference (CCDC) - Data-based self-learning optimal control for continuous-time unknown nonlinear systems with disturbance

Wei, Qinglai, Liu, Derong, Song, Ruizhuo, Yan, Pengfei

Year:

2016

Language:

english

File:

PDF, 235 KB

english, 2016

48

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Iterative Q-learning-based nonlinear optimal tracking control

Wei, Qinglai, Song, Ruizhuo, Xu, Yancai, Liu, Derong

Year:

2016

Language:

english

File:

PDF, 441 KB

english, 2016

49

Adaptive Dynamic Programming-Based Optima Control Scheme for Energy Storage Systems With Solar Renewable Energy

Wei, Qinglai, Shi, Guang, Song, Ruizhuo, Liu, Yu

Journal:

IEEE Transactions on Industrial Electronics

Year:

2017

Language:

english

File:

PDF, 3.01 MB

english, 2017

50

Neural-network-based synchronous iteration learning method for multi-player zero-sum games

Song, Ruizhuo, Wei, Qinglai, Song, Biao

Journal:

Year:

2017

Language:

english

File:

PDF, 857 KB

english, 2017

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