most citedA Reinforcement Learning Approach to the Stochastic Cutting Stock Problem

20 citations · 20 across the 1 of their papers we have counts for

collaborators

1 paper

math.OC2021★ 20 cited

A Reinforcement Learning Approach to the Stochastic Cutting Stock Problem

Anselmo R. Pitombeira-Neto, Arthur H. Fonseca Murta

We propose a formulation of the stochastic cutting stock problem as a discounted infinite-horizon Markov decision process. At each decision epoch, given current inventory of items,…