Novel data-driven two-dimensional Q-learning for optimal tracking control of batch process with unknown dynamics

ISA Transactions ◽

10.1016/j.isatra.2021.06.007 ◽

2021 ◽

Author(s):

Xin Wen ◽

Huiyuan Shi ◽

Chengli Su ◽

Xueying Jiang ◽

Ping Li ◽

...

Keyword(s):

Tracking Control ◽

Batch Process ◽

Data Driven ◽

Two Dimensional ◽

Optimal Tracking ◽

Optimal Tracking Control

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Data-driven neuro-optimal tracking control of ozone generation process based on adaptive dynamic programming

2017 6th Data Driven Control and Learning Systems (DDCLS) ◽

10.1109/ddcls.2017.8068149 ◽

2017 ◽

Author(s):

Zhe Dong ◽

Wenjuan Liu ◽

Yueheng Li ◽

Jie Han ◽

Mengjiao Chen

Keyword(s):

Dynamic Programming ◽

Tracking Control ◽

Adaptive Dynamic Programming ◽

Data Driven ◽

Generation Process ◽

Optimal Tracking ◽

Ozone Generation ◽

Adaptive Dynamic ◽

Optimal Tracking Control

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An Optimal Tracking Control Method with Q-learning for Discrete-time Linear Switched System

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9188922 ◽

2020 ◽

Author(s):

Shangwei Zhao ◽

Jingcheng Wang ◽

Hongyuan Wang ◽

Haotian Xu

Keyword(s):

Discrete Time ◽

Tracking Control ◽

Control Method ◽

Switched System ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

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

Neurocomputing ◽

10.1016/j.neucom.2015.05.075 ◽

2015 ◽

Vol 168 ◽

pp. 520-528 ◽

Author(s):

Qinglai Wei ◽

Ruizhuo Song ◽

Qiuye Sun

Keyword(s):

Tracking Control ◽

Learning Algorithm ◽

Optimal Tracking ◽

Optimal Tracking Control

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Optimal tracking control for discrete-time systems by model-free off-policy Q-learning approach

2017 11th Asian Control Conference (ASCC) ◽

10.1109/ascc.2017.8287094 ◽

2017 ◽

Author(s):

Jinna Li ◽

Decheng Yuan ◽

Zhengtao Ding

Keyword(s):

Discrete Time ◽

Tracking Control ◽

Learning Approach ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Discrete Time Systems ◽

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Output Feedback Optimal Tracking Control Using Reinforcement Q-Learning

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8430997 ◽

2018 ◽

Author(s):

Syed Ali Asad Rizvi ◽

Zongli Lin

Keyword(s):

Output Feedback ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control

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Data-driven optimal tracking control for a class of affine non-linear continuous-time systems with completely unknown dynamics

IET Control Theory and Applications ◽

10.1049/iet-cta.2015.0590 ◽

2016 ◽

Vol 10 (6) ◽

pp. 700-710 ◽

Author(s):

Geyang Xiao ◽

Yanhong Luo ◽

Huaguang Zhang ◽

He Jiang

Keyword(s):

Continuous Time ◽

Tracking Control ◽

Data Driven ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Continuous Time Systems ◽

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Iterative Q-learning-based nonlinear optimal tracking control

2016 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2016.7849841 ◽

2016 ◽

Author(s):

Qinglai Wei ◽

Ruizhuo Song ◽

Yancai Xu ◽

Derong Liu

Keyword(s):

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control

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Nonlinear Neuro-Optimal Tracking Control via Stable Iterative Q-Learning Algorithm

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

10.1007/978-981-10-4080-1_5 ◽

2017 ◽

pp. 111-131 ◽

Author(s):

Qinglai Wei ◽

Ruizhuo Song ◽

Benkai Li ◽

Xiaofeng Lin

Keyword(s):

Tracking Control ◽

Learning Algorithm ◽

Optimal Tracking ◽

Optimal Tracking Control

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Robust optimal tracking control for multiplayer systems by off‐policy Q‐learning approach

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.5263 ◽

2020 ◽

Vol 31 (1) ◽

pp. 87-106

Author(s):

Jinna Li ◽

Zhenfei Xiao ◽

Ping Li ◽

Jiangtao Cao

Keyword(s):

Tracking Control ◽

Learning Approach ◽

Optimal Tracking ◽

Optimal Tracking Control

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Optimal Tracking Control of Nonlinear Multiagent Systems Using Internal Reinforce Q-Learning

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3055761 ◽

2021 ◽

pp. 1-13

Author(s):

Zhinan Peng ◽

Rui Luo ◽

Jiangping Hu ◽

Kaibo Shi ◽

Sing Kiong Nguang ◽

...

Keyword(s):

Multiagent Systems ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control

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