In recent years, several condition numbers were defined for a variety of linear programming problems based upon relative distances to ill-posedness. In this paper, we provide a unifying view of some ...
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We consider the multi-armed bandit problem. We show that when the state space is finite the computation of the dynamic allocation indices can be handled by linear programming methods.