A Novel Policy Iteration-Based Deterministic Q-Learning for Discrete-Time Nonlinear Systems

Self-Learning Optimal Control of Nonlinear Systems - Studies in Systems, Decision and Control ◽

10.1007/978-981-10-4080-1_4 ◽

2017 ◽

pp. 85-109 ◽

Cited By ~ 1

Author(s):

Qinglai Wei ◽

Ruizhuo Song ◽

Benkai Li ◽

Xiaofeng Lin

Keyword(s):

Nonlinear Systems ◽

Discrete Time ◽

Policy Iteration ◽

Q Learning

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A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systems

Science China Information Sciences ◽

10.1007/s11432-015-5462-z ◽

2015 ◽

Vol 58 (12) ◽

pp. 1-15 ◽

Cited By ~ 31

Author(s):

QingLai Wei ◽

DeRong Liu

Keyword(s):

Nonlinear Systems ◽

Discrete Time ◽

Policy Iteration ◽

Q Learning

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Error bound analysis of policy iteration based approximate dynamic programming for deterministic discrete-time nonlinear systems

2015 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2015.7280783 ◽

2015 ◽

Cited By ~ 1

Author(s):

Wentao Guo ◽

Feng Liu ◽

Jennie Si ◽

Shengwei Mei ◽

Rui Li

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Error Bound ◽

Discrete Time ◽

Approximate Dynamic Programming ◽

Policy Iteration ◽

Error Bound Analysis ◽

Bound Analysis

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Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2013.2281663 ◽

2014 ◽

Vol 25 (3) ◽

pp. 621-634 ◽

Cited By ~ 264

Author(s):

Derong Liu ◽

Qinglai Wei

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Dynamic Programming Algorithm ◽

Policy Iteration ◽

Adaptive Dynamic Programming ◽

Programming Algorithm ◽

Adaptive Dynamic

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Optimal learning control for discrete-time nonlinear systems using generalized policy iteration based adaptive dynamic programming

Proceeding of the 11th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2014.7052990 ◽

2014 ◽

Author(s):

Qinglai Wei ◽

Derong Liu

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Learning Control ◽

Policy Iteration ◽

Adaptive Dynamic Programming ◽

Optimal Learning ◽

Adaptive Dynamic

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Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2702566 ◽

2017 ◽

pp. 1-14 ◽

Cited By ~ 7

Author(s):

Wentao Guo ◽

Jennie Si ◽

Feng Liu ◽

Shengwei Mei

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Approximate Dynamic Programming ◽

Policy Iteration

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A Generalized Policy Iteration Adaptive Dynamic Programming Algorithm for Optimal Control of Discrete-Time Nonlinear Systems with Actuator Saturation

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_8 ◽

2017 ◽

pp. 60-65

Author(s):

Qiao Lin ◽

Qinglai Wei ◽

Bo Zhao

Keyword(s):

Optimal Control ◽

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Actuator Saturation ◽

Dynamic Programming Algorithm ◽

Policy Iteration ◽

Adaptive Dynamic Programming ◽

Programming Algorithm ◽

Adaptive Dynamic

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Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2015.2417510 ◽

2015 ◽

Vol 45 (12) ◽

pp. 1577-1591 ◽

Cited By ~ 31

Author(s):

Derong Liu ◽

Qinglai Wei ◽

Pengfei Yan

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Policy Iteration ◽

Adaptive Dynamic Programming ◽

Adaptive Dynamic

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Discrete-Time Optimal Control of Nonlinear Systems via Value Iteration-Based $$ Q $$ -Learning

Self-Learning Optimal Control of Nonlinear Systems - Studies in Systems, Decision and Control ◽

10.1007/978-981-10-4080-1_3 ◽

2017 ◽

pp. 47-84 ◽

Cited By ~ 1

Author(s):

Qinglai Wei ◽

Ruizhuo Song ◽

Benkai Li ◽

Xiaofeng Lin

Keyword(s):

Optimal Control ◽

Nonlinear Systems ◽

Discrete Time ◽

Time Optimal Control ◽

Value Iteration ◽

Q Learning ◽

Time Optimal

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Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_18 ◽

2017 ◽

pp. 148-153

Author(s):

Qinglai Wei ◽

Yancai Xu ◽

Qiao Lin ◽

Derong Liu ◽

Ruizhuo Song

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Policy Iteration ◽

Adaptive Dynamic Programming ◽

Local Policy ◽

Adaptive Dynamic

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Policy Iteration Q-Learning for Data-Based Two-Player Zero-Sum Game of Linear Discrete-Time Systems

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.2970969 ◽

2020 ◽

pp. 1-11

Author(s):

Biao Luo ◽

Yin Yang ◽

Derong Liu

Keyword(s):

Discrete Time ◽

Policy Iteration ◽

Q Learning ◽

Discrete Time Systems ◽

Zero Sum ◽

Time Systems

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