Stationary Bias and Extrapolation in Nonlinear Two-Timescale Stochastic Approximation.

arXiv:2610.10246v1 Announce Type: cross Abstract: Constant-step stochastic approximation generally has a nonzero stationary mean error that persists under time averaging. This paper studies that error for nonlinear two-timescale recursions driven by an exogeno