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On exponential convergence of random variables

Volume 51 / 2024

Dawid Tarłowski Applicationes Mathematicae 51 (2024), 1-11 MSC: Primary 60G07 DOI: 10.4064/am2540-7-2024 Published online: 29 July 2024

Abstract

Given a discrete-time sequence of nonnegative random variables, general dependencies between the exponential convergence of the expectations, the exponential convergence of the trajectories and the logarithmic growth of the corresponding expected hitting times are analysed. The general results are applied to problems of optimization, stochastic control and estimation.

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