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On Adaptive Heuristics that Converge to Correlated Equilibrium

DOI: https://doi.org/10.3390/g10010006

Keywords: adaptive heuristics, correlated equilibrium, convergence, repeated games, algorithmic play

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Abstract:

Abstract I study the path properties of adaptive heuristics that mimic the natural dynamics of play in a game and converge to the set of correlated equilibria. Despite their apparent differences, I show that these heuristics have an abstract representation as a sequence of probability distributions that satisfy a number of common properties. These properties arise due to the topological structure of the set of correlated equilibria. The characterizations that I obtain have useful applications in the study of the convergence of the heuristics. View Full-Tex

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