consider categorical labeling tasks and formulate the budget allocation problem as a Bayesian Markov decision process (MDP …), which simultaneously conducts learning and decision making. Using the dynamic programming (DP) recurrence, one can obtain …

individual proposals as in disaggregated, but superiors delay making a decision on any of them until they receive all three …