Quasipolynomial algorithm finds approximate fixed points of ell_infty contractions

Soleymani and Farina reduce the running time for ell_infty contractions from subexponential to quasipolynomial, yielding quasipolynomial-time algorithms for simple stochastic games.

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Ashkan Soleymani · Gabriele Farina

MIT

Research Digest··2 min read
Soleymani and Farina give a deterministic algorithm that computes an epsilon-near fixed point of any d-dimensional ell_infty contraction in time log(1/epsilon)^{O(log^2 d)}.

The authors study maps f:[0,1]^d -> [0,1]^d that are (1-gamma)-contractions in the ell_infty norm.

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