Event-Triggered Distributed Control of Nonlinear Interconnected Systems Using Online Reinforcement Learning with Exploration

Vignesh Narayanan; Jagannathan Sarangapani

doi:10.1109/TCYB.2017.2741342

Event-Triggered Distributed Control of Nonlinear Interconnected Systems Using Online Reinforcement Learning with Exploration

Vignesh Narayanan
, Jagannathan Sarangapani

Electrical and Computer Engineering

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	8027115
Pages (from-to)	2510-2519
Number of pages	10
Journal	IEEE Transactions on Cybernetics
Volume	48
Issue number	9
DOIs	https://doi.org/10.1109/TCYB.2017.2741342
State	Published - Sep 2018

ASJC Scopus Subject Areas

Software
Control and Systems Engineering
Information Systems
Human-Computer Interaction
Computer Science Applications
Electrical and Electronic Engineering

Keywords

approximate dynamic programming (ADP)
event-triggered control
exploration
neural-network control
optimal control
reinforcement learning

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10.1109/TCYB.2017.2741342

Cite this

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title = "Event-Triggered Distributed Control of Nonlinear Interconnected Systems Using Online Reinforcement Learning with Exploration",

keywords = "approximate dynamic programming (ADP), event-triggered control, exploration, neural-network control, optimal control, reinforcement learning",

author = "Vignesh Narayanan and Jagannathan Sarangapani",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2018",

month = sep,

doi = "10.1109/TCYB.2017.2741342",

language = "English",

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journal = "IEEE Transactions on Cybernetics",

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T1 - Event-Triggered Distributed Control of Nonlinear Interconnected Systems Using Online Reinforcement Learning with Exploration

AU - Narayanan, Vignesh

AU - Sarangapani, Jagannathan

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KW - approximate dynamic programming (ADP)

KW - event-triggered control

KW - exploration

KW - neural-network control

KW - optimal control

KW - reinforcement learning

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UR - https://www.scopus.com/pages/publications/85029143654#tab=citedBy

U2 - 10.1109/TCYB.2017.2741342

DO - 10.1109/TCYB.2017.2741342

M3 - Article

C2 - 28885167

SN - 2168-2267

VL - 48

SP - 2510

EP - 2519

JO - IEEE Transactions on Cybernetics

JF - IEEE Transactions on Cybernetics

IS - 9

M1 - 8027115

ER -

Event-Triggered Distributed Control of Nonlinear Interconnected Systems Using Online Reinforcement Learning with Exploration

ASJC Scopus Subject Areas

Keywords

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