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The purpose of this Note is the study of estimators of the asymptotic covariance matrix for the averaged Robbins-Monro algorithm. Our first aim is to establish the weak convergence rate of the estimator given in [7]. Since the convergence rate we obtain is very slow, our second aim is to give some other strongly consistent estimators of the asymptotic covariance matrix, and study their convergence...