CONTINUOUS PROCEDURE OF STOCHASTIC APPROXIMATION WITH SINGULAR PERTURBATION UNDER BALANCE CONDITIONS

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Abstract

Sufficient conditions for the convergence of a continuous stochastic approximation procedure are established for the case where the regression function depends on a Markovian environment and has a singular perturbation that satisfies balance conditions.

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