A decision-tree ensemble selects, per context, the best candidate policy from a library, and is shown to beat the best single policy on synthetic newsvendor and shipment problems.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization
A decision-tree ensemble selects, per context, the best candidate policy from a library, and is shown to beat the best single policy on synthetic newsvendor and shipment problems.