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In this paper we investigate growth optimal investment in two‐asset discrete‐time markets with proportional transaction costs and no distributional assumptions on the market return sequences. We construct a policy with growth rate at least as large as any interval policy. Since interval policies are ε‐optimal for independent and identically distributed (i.i.d.) markets ( Iyengar 2002 ), it follows that our policy when employed in an i.i.d. market is able to “learn” the optimal interval policy and achieve growth optimality; in other words, it is a universal growth optimal policy for i.i.d. markets.
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