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1 paper

math.OC2026

(Cheap) Stochastic Policy Gradient Converges with High Probability for Linear Quadratic Regulator

Yan Li, Chengze Xie

We study the convergence of the vanilla stochastic policy gradient method applied to the linear quadratic regulator (LQR) problem. The method is cheap in the following sense: (1) a…