A population-level surrogate value function enables exact dynamic programming via truncated probability generating functions for multi-round stochastic resource allocation with polynomial complexity in the budget.
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Adaptive Multi-Round Allocation with Stochastic Arrivals
A population-level surrogate value function enables exact dynamic programming via truncated probability generating functions for multi-round stochastic resource allocation with polynomial complexity in the budget.