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On Nonzero-Sum Game Considered on Solutions of a Hybrid System with Frequent Random Jumps

Author

Listed:
  • Ilaria Brunetti

    (University of Avignon
    INRIA Sophia Antipolis)

  • Vladimir Gaitsgory

    (Macquarie University)

  • Eitan Altman

    (INRIA Sophia Antipolis
    LINCS)

Abstract

We study a nonzero-sum game considered on the solutions of a hybrid dynamical system that evolves in continuous time and that is subjected to abrupt changes in parameters. The changes in the parameters are synchronized with (and determined by) the changes in the states–actions of two Markov decision processes, each of which is controlled by a player who aims at minimizing his or her objective function. The lengths of the time intervals between the “jumps” of the parameters are assumed to be small. We show that an asymptotic Nash equilibrium of such hybrid game can be constructed on the basis of a Nash equilibrium of a deterministic averaged dynamic game.

Suggested Citation

  • Ilaria Brunetti & Vladimir Gaitsgory & Eitan Altman, 2017. "On Nonzero-Sum Game Considered on Solutions of a Hybrid System with Frequent Random Jumps," Dynamic Games and Applications, Springer, vol. 7(3), pages 386-401, September.
  • Handle: RePEc:spr:dyngam:v:7:y:2017:i:3:d:10.1007_s13235-016-0189-z
    DOI: 10.1007/s13235-016-0189-z
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    References listed on IDEAS

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    1. Peng Shi & Eitan Altman & Vladimir Gaitsgory, 1998. "On asymptotic optimization of a class of nonlinear stochastic hybrid systems," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 47(2), pages 289-315, June.
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