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It is shown that value functions for controlled degener- ate diusion processes can be approximated with error of orderh1=3 by using policies which are constant on intervals (kh2; (k +1 )h2).

Approximating Value Functions for Controlled Degenerate Diffusion Processes by Using Piece-Wise Constant Policies