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Solving a Potential Clustering Game
International Journal on Artificial Intelligence Tools, 2019Data clustering is the unsupervised classification of a set of objects into groups (clusters), according to their similarities. This can be seen as a form of equilibrium, which is the motivation that led to recent formulations of the data clustering task using game theoretic models.
Kahina Bouchama +3 more
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Interactive decisions and potential games
Journal of Global Optimization, 2007zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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ACM Transactions on Economics and Computation, 2013
Potential games are a special class of games for which many adaptive user dynamics converge to a Nash equilibrium. In this article, we study properties of near-potential games, that is, games that are close in terms of payoffs to potential games, and show that such games admit similar limiting dynamics.
Ozan Candogan +2 more
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Potential games are a special class of games for which many adaptive user dynamics converge to a Nash equilibrium. In this article, we study properties of near-potential games, that is, games that are close in terms of payoffs to potential games, and show that such games admit similar limiting dynamics.
Ozan Candogan +2 more
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Social Context in Potential Games
2012A prevalent assumption in game theory is that all players act in a purely selfish manner, but this assumption has been repeatedly questioned by economists and social scientists. In this paper, we study a model that allows to incorporate the social context of players into their decision making.
Martin Hoefer 0001, Alexander Skopalik
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Potential Functions in Strategic Games
2013We investigate here several categories of strategic games and antagonistic situations that are known to admit potential functions, and are thus guaranteed to either possess pure Nash equilibria or to stabilize in some form of equilibrium in cases of stochastic potentials. Our goal is to indicate the generality of this method and to address its limits.
Paul G. Spirakis +1 more
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On Logical Dynamic Potential Games
2023 62nd IEEE Conference on Decision and Control (CDC), 2023Kaichen Jiang +3 more
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Game Theory for Network Security
IEEE Communications Surveys and Tutorials, 2013Xiannuan Liang, Yang Xiao
exaly