Generalization of the Dvoretzky theorem of convergence rate of the stochastic approximation algorithms

Resumo

Consideration was given to the Robbins–Monro procedure for which the Dvoretzky theorem of its convergence rate was generalized. The rate of convergence is still the most important problem of the theory of stochastic approximation.