Multi Timescale Stochastic Approximation: Stability and Convergence

Rohan Deb, Swetha Ganesh, Shalabh Bhatnagar

This paper presents the first sufficient conditions that guarantee the stability and almost sure convergence of multi-timescale stochastic approximation (SA) iterates. It extends t…