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Linear-Quadratic Mean-Field-Type Games With Multiple Input Constraints | IEEE Journals & Magazine | IEEE Xplore

Linear-Quadratic Mean-Field-Type Games With Multiple Input Constraints


Abstract:

In this letter, we study a class of constrained linear-quadratic mean-field-type games. The considered system dynamics are described including some mean-field terms, i.e....Show More

Abstract:

In this letter, we study a class of constrained linear-quadratic mean-field-type games. The considered system dynamics are described including some mean-field terms, i.e., the expectation of both the system states and the control inputs. We obtain a semi-explicit solution for the problem by using the direct method in combination with some auxiliary dynamics that guarantee the satisfaction of the multiple input coupled constraints. Finally, a proof-of-concept example is presented in order to show the appropriate performance of the proposed approach.
Published in: IEEE Control Systems Letters ( Volume: 3, Issue: 3, July 2019)
Page(s): 511 - 516
Date of Publication: 16 April 2019
Electronic ISSN: 2475-1456

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