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A Quasipolynomial Algorithm for $\ell_\infty$ Contractions

We give an algorithm for computing an $\eps$-approximate fixed point of any $d$-dimensional nonexpansion with respect to the $\ell_\infty$ norm in time $\log(1/\eps)^{O(\log^2 d)}$. At its core, our method uses a boosting argument to geometrically shrink a search region.

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2026
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arxiv.org/abs/2610.30122ARXIV-DEFAULT
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Abstract

We give an algorithm for computing an \eps-approximate fixed point of any d-dimensional nonexpansion with respect to the \ell_\infty norm in time \log(1/\eps)^{O(\log^2 d)}. At its core, our method uses a boosting argument to geometrically shrink a search region. Among other consequences, our algorithm implies that simple stochastic games can be solved in quasipolynomial time.