Adaptive properties and memory of a system of interactive agents: a game theoretic approach

R.D. Gorbunov, E.I. Barakova, R.M.C. Ahn, G.W.M. Rauterberg

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

In this work we present an evolving system of agents which interact with each other in game theoretic settings. The parameters of the game are considered as time dependent variables representing state of the external environment. The variation of these parameters covers four canonical examples from game theory: prisoners dilemma, hawk-dove, stag-hunt and harmony game. The process of selfadaptation of the proposed system as well as its adaptation to the changing parameters of the environment is considered. We have demonstrated that the introduced system can be in different states which determine the way the system adapts to the external conditions. Stability of these states with respect to the variation of the external conditions has been studied. An ability of the system to accumulate memory about its past experience has been reported.
Original languageEnglish
Title of host publicationProceedings of Adaptive 2012 : the 4th International Conference on Adaptive and Self-Adaptive Systems and Applications, July 22-27 2012, Nice, France
PublisherIARIA
Pages103-108
ISBN (Print)987-1-61208-219-6
Publication statusPublished - 2012
Event4th International Conference on Adaptive and Self-Adaptive Systems and Applications (Adaptive 2012) - Nice, France
Duration: 22 Jul 201227 Jul 2012
Conference number: 4

Conference

Conference4th International Conference on Adaptive and Self-Adaptive Systems and Applications (Adaptive 2012)
Abbreviated titleAdaptive 2012
CountryFrance
CityNice
Period22/07/1227/07/12

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Gorbunov, R. D., Barakova, E. I., Ahn, R. M. C., & Rauterberg, G. W. M. (2012). Adaptive properties and memory of a system of interactive agents: a game theoretic approach. In Proceedings of Adaptive 2012 : the 4th International Conference on Adaptive and Self-Adaptive Systems and Applications, July 22-27 2012, Nice, France (pp. 103-108). IARIA.
Gorbunov, R.D. ; Barakova, E.I. ; Ahn, R.M.C. ; Rauterberg, G.W.M. / Adaptive properties and memory of a system of interactive agents: a game theoretic approach. Proceedings of Adaptive 2012 : the 4th International Conference on Adaptive and Self-Adaptive Systems and Applications, July 22-27 2012, Nice, France. IARIA, 2012. pp. 103-108
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Gorbunov, RD, Barakova, EI, Ahn, RMC & Rauterberg, GWM 2012, Adaptive properties and memory of a system of interactive agents: a game theoretic approach. in Proceedings of Adaptive 2012 : the 4th International Conference on Adaptive and Self-Adaptive Systems and Applications, July 22-27 2012, Nice, France. IARIA, pp. 103-108, 4th International Conference on Adaptive and Self-Adaptive Systems and Applications (Adaptive 2012), Nice, France, 22/07/12.

Adaptive properties and memory of a system of interactive agents: a game theoretic approach. / Gorbunov, R.D.; Barakova, E.I.; Ahn, R.M.C.; Rauterberg, G.W.M.

Proceedings of Adaptive 2012 : the 4th International Conference on Adaptive and Self-Adaptive Systems and Applications, July 22-27 2012, Nice, France. IARIA, 2012. p. 103-108.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Gorbunov RD, Barakova EI, Ahn RMC, Rauterberg GWM. Adaptive properties and memory of a system of interactive agents: a game theoretic approach. In Proceedings of Adaptive 2012 : the 4th International Conference on Adaptive and Self-Adaptive Systems and Applications, July 22-27 2012, Nice, France. IARIA. 2012. p. 103-108