14 citations · 14 across the 1 of their papers we have counts for
2 papers
cs.NE2020★ 14 cited
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
Reza Refaei Afshar, Yingqian Zhang, Murat Firat +1
This paper proposes a Deep Reinforcement Learning (DRL) approach for solving knapsack problem. The proposed method consists of a state aggregation step based on tabular reinforceme…
cs.LG2018
Column generation based math-heuristic for classification trees
Murat Firat, Guillaume Crognier, Adriana F. Gabor +2
This paper explores the use of Column Generation (CG) techniques in constructing univariate binary decision trees for classification tasks. We propose a novel Integer Linear Progra…