Two-player Ad hoc Output-feedback Cumulant Game Control

Chukwuemeka Aduba; Chang-Hee Won

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Paper

Two-player Ad hoc Output-feedback Cumulant Game Control

Topics: Distributed Control Systems; Neural Networks Based Control Systems; Optimization Algorithms

In Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, 53-59, 2015 , Colmar, Alsace, France

Authors: Chukwuemeka Aduba ¹ and Chang-Hee Won ²

Affiliations: ¹ Arris Group Inc, United States ; ² Temple University, United States

Keyword(s): Cost Cumulant Game Control, Nash Game, Neural Networks, Output-feedback, Statistical Control.

Related Ontology Subjects/Areas/Topics: Distributed Control Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Neural Networks Based Control Systems ; Optimization Algorithms

Abstract: This paper studies a finite horizon output-feedback game control problem where two players seek to optimize their system performance by shaping the distribution of their cost function through cost cumulants. We consider a two-player second cumulant nonzero-sum Nash game for a partially-observed linear system with quadratic cost function. We derive the near-optimal players strategy for the second cost cumulant function by solving the Hamilton-Jacobi-Bellman (HJB) equation. The results of the proposed approach are demonstrated by solving a numerical example.

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Paper citation in several formats:

Aduba, C. and Won, C. (2015). Two-player Ad hoc Output-feedback Cumulant Game Control. In Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-989-758-122-9; ISSN 2184-2809, SciTePress, pages 53-59. DOI: 10.5220/0005503300530059

@conference{icinco15,
author={Chukwuemeka Aduba. and Chang{-}Hee Won.},
title={Two-player Ad hoc Output-feedback Cumulant Game Control},
booktitle={Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2015},
pages={53-59},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005503300530059},
isbn={978-989-758-122-9},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - Two-player Ad hoc Output-feedback Cumulant Game Control
SN - 978-989-758-122-9
IS - 2184-2809
AU - Aduba, C.
AU - Won, C.
PY - 2015
SP - 53
EP - 59
DO - 10.5220/0005503300530059
PB - SciTePress