A new look at distributed optimal output agreement of multi-agent systems

10.1016/j.automatica.2021.110053 ◽

2022 ◽

Vol 136 ◽

pp. 110053

Author(s):

Tengfei Liu ◽

Zhengyan Qin ◽

Zhong-Ping Jiang

Keyword(s):

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

Multi Agent ◽

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Output feedback reinforcement learning based optimal output synchronisation of heterogeneous discrete-time multi-agent systems

IET Control Theory and Applications ◽

10.1049/iet-cta.2018.6266 ◽

2019 ◽

Vol 13 (17) ◽

pp. 2866-2876

Author(s):

Syed Ali Asad Rizvi ◽

Zongli Lin

Keyword(s):

Reinforcement Learning ◽

Discrete Time ◽

Output Feedback ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Optimal output synchronization of heterogeneous multi-agent systems using measured input-output data

Information Sciences ◽

10.1016/j.ins.2021.08.044 ◽

2021 ◽

Author(s):

Yingying Liu ◽

Zhanshan Wang

Keyword(s):

Multi Agent Systems ◽

Input Output ◽

Output Data ◽

Agent Systems ◽

Optimal Output ◽

Output Synchronization ◽

Multi Agent ◽

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Off-policy learning for adaptive optimal output synchronization of heterogeneous multi-agent systems

10.1016/j.automatica.2020.109081 ◽

2020 ◽

Vol 119 ◽

pp. 109081

Author(s):

Ci Chen ◽

Frank L. Lewis ◽

Kan Xie ◽

Shengli Xie ◽

Yilu Liu

Keyword(s):

Policy Learning ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

Output Synchronization ◽

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Distributed Optimal Output Feedback Control of Heterogeneous Multi-agent Systems under a Directed Graph

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2017.08.776 ◽

2017 ◽

Vol 50 (1) ◽

pp. 5097-5102

Author(s):

Farzad Aalipour ◽

Azwirman Gusrialdi ◽

Zhihua Qu

Keyword(s):

Feedback Control ◽

Directed Graph ◽

Output Feedback ◽

Output Feedback Control ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Cooperative adaptive optimal output regulation of nonlinear discrete-time multi-agent systems

10.1016/j.automatica.2020.109149 ◽

2020 ◽

Vol 121 ◽

pp. 109149

Author(s):

Yi Jiang ◽

Jialu Fan ◽

Weinan Gao ◽

Tianyou Chai ◽

Frank L. Lewis

Keyword(s):

Discrete Time ◽

Output Regulation ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Optimal output synchronization of nonlinear multi-agent systems using approximate dynamic programming

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727751 ◽

2016 ◽

Author(s):

Hamidreza Modares ◽

Frank L. Lewis ◽

Ali Davoudi

Keyword(s):

Dynamic Programming ◽

Approximate Dynamic Programming ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

Output Synchronization ◽

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Optimal output regulation for heterogeneous descriptor multi-agent systems

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2020.12.008 ◽

2020 ◽

Author(s):

Liping Zhang ◽

Guoshan Zhang

Keyword(s):

Output Regulation ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems

IEEE Transactions on Signal and Information Processing over Networks ◽

10.1109/tsipn.2021.3122302 ◽

2021 ◽

pp. 1-1

Author(s):

Huaqing Li ◽

Lifeng Zheng ◽

Zheng Wang ◽

Yongfu Li ◽

Lianghao Ji ◽

...

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Distributed Model ◽

Multi Agent Systems ◽

Agent Systems ◽

Distributed Model Predictive Control ◽

Optimal Output ◽

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Cooperative and Adaptive Optimal Output Regulation of Discrete-Time Multi-Agent Systems Using Reinforcement Learning

2018 IEEE International Conference on Real-time Computing and Robotics (RCAR) ◽

10.1109/rcar.2018.8621852 ◽

2018 ◽

Author(s):

Weinan Gao ◽

Yiyang Liu ◽

Adedapo Odekunle ◽

Zhong-Ping Jiang ◽

Yunjun Yu ◽

...

Keyword(s):

Reinforcement Learning ◽

Discrete Time ◽

Output Regulation ◽

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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Optimal output anti-synchronisation of cooperative-competitive multi-agent systems via distributed observer

IET Control Theory and Applications ◽

10.1049/iet-cta.2018.5590 ◽

2019 ◽

Vol 13 (13) ◽

pp. 2029-2038 ◽

Author(s):

Yanzhi Wu ◽

Yiyi Zhao ◽

Jiangping Hu

Keyword(s):

Multi Agent Systems ◽

Agent Systems ◽

Optimal Output ◽

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