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Fryderyk Falniowski

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Jul 2026

Natural Invariant Measures for Chaotic Game Dynamics: Finding Order in Chaos

We study the long-term behavior of the Multiplicative Weights Update (MWU) algorithm in game settings where learning dynamics frequently fail to converge to Nash equilibria and instead exhibit Li-Yorke chaos. While such chaos precludes the prediction of specific long-term strategy profiles, it does not imply a lack of...

J. Bielawski, Thiparat Chotibut, Fryderyk Falniowski et al. · 0 citations

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