Reproduce Thm 6.2 (exact O(b^2) DP for surrogate value fn via PGF convolution) + Thm 7.2 (3-term TV suboptimality bound, Term3 vanishes under homogeneity)

Update logbook: Repro - Adaptive Multi-Round Allocation with Stochastic Arrivals

Update logbook: Repro - Adaptive Multi-Round Allocation with Stochastic Arrivals

Update logbook: Repro - Adaptive Multi-Round Allocation with Stochastic Arrivals

initial commit