Good point. Because the set of possible guesses is constrained, the totally general solution needs to take future guesses into account. There doesn't seem to be

Good point. Because the set of possible guesses is constrained, the totally general solution needs to take future guesses into account. There doesn't seem to be a way to find the optimal guess other than searching the whole game tree (which it looks like someone in another comment did).