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Consider a one-player version of the game twenty-one as a Markov decision process. The objective s to draw cards one at a time from an

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Consider a one-player version of the game twenty-one as a Markov decision process. The objective s to draw cards one at a time from an infinite deck of playing cards and acquire a card sum as arge as possible without going over 21. For now we will have ten integer states in {12,,21} epresenting the card sum (sums smaller than 12 are trivially played). At each turn we can take one of two actions from state s. Stopping yields a reward equal to s and immediately ends the game. Hitting yields zero reward, and we will either transition to a state s with probability 131 where s

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