Convergence rate and averaging of nonlinear two-time-scale stochastic approximation algorithms

Abdelkader Mokkadem, Mariane Pelletier

The first aim of this paper is to establish the weak convergence rate of nonlinear two-time-scale stochastic approximation algorithms. Its second aim is to introduce the averaging…