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I think that this is an intentional subtle detail of the algorithm that ensures the convergence property. The claim in the book is that for any $b$ that provides us with "an infinite number of returns for each pair of state and action" the target policy $\pi$ will converge to optimal. Imagine now that we have such a bad policy $b$ that it never ...


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