Conference paperHRUBÝ Martin and ČAMBALA Petr. Efficient Computing of Correlated Equilibria in Multi-Player Games. In: Proceedings of 12th IASTED Conference on Artificial Intelligence and Soft Computing. Calgery: ACTA Press, 2008, pp. 185-191. ISBN 978-0-88986-755-0. | Publication language: | english |
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Original title: | Efficient Computing of Correlated Equilibria in Multi-Player Games |
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Title (cs): | Efficient Computing of Correlated Equilibria in Multi-Player Games |
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Pages: | 185-191 |
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Proceedings: | Proceedings of 12th IASTED Conference on Artificial Intelligence and Soft Computing |
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Conference: | The Twelfth IASTED International Conference on Artificial Intelligence and Soft Computing |
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Place: | Calgery, CA |
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Year: | 2008 |
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ISBN: | 978-0-88986-755-0 |
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Publisher: | ACTA Press |
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Keywords |
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intelligent agents, multi-agent systems, decision making, game theory, correlated equilibrium |
Annotation |
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This paper deals with modelling and simulation of intelligent agents doing strategic decision making which we describe by terms of mathematical game theory. We have developed a package of computer models representing Central-European electricity markets having integrated intelligent behavior of electricity producers, traders and consumers. This work required a very detailed research in algorithmics and optimization of our game theoretic models because of their large time complexity. We adopted Aumann's correlated equilibrium as a basic concept of game equilibria. In this paper, we describe a very efficient general computerized algorithm of solving the multi-player game situations through the correlated equilibrium. Core of the presented method is based on iterative elimination of dominated strategies. |
BibTeX: |
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@INPROCEEDINGS{
author = {Martin Hrub{\'{y}} and Petr {\v{C}}ambala},
title = {Efficient Computing of Correlated Equilibria in Multi-Player
Games},
pages = {185--191},
booktitle = {Proceedings of 12th IASTED Conference on Artificial
Intelligence and Soft Computing},
year = {2008},
location = {Calgery, CA},
publisher = {ACTA Press},
ISBN = {978-0-88986-755-0},
language = {english},
url = {http://www.fit.vutbr.cz/research/view_pub.php?id=8645}
} |
|