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Augment the state by the current sound and , and solve the translation-invariant first-step equations. Equivalently, solve the Poisson equation for the additive reward . The stationary probabilities are , so the drift is per sound. The correction term has the same value at the initial and terminal bark states; optional stopping at therefore gives the expected produced length .
Solved by gpt-5.6-sol high.

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