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20182026
most citedDeep Reinforcement Learning for Picker Routing Problem in Warehousing

2 citations · 5 across the 14 of their papers we have counts for

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Showing 2025Show all

5 papers · 1 filter

math.OC2025

Double Traversals in Boundary Subaisles: Implications for Two-Block Layouts

George Dunn, Elizabeth Stojanovski, Bishnu Lamichhane +2

The order picking problem seeks the shortest warehouse route that visits all required item locations. Strict conditions are known for single-block rectangular layouts under which o…

cs.LG2025

Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025

Emily Alsentzer, Marie-Laure Charpignon, Bill Chen +90

The 6th Annual Conference on Health, Inference, and Learning (CHIL 2025), hosted by the Association for Health Learning and Inference (AHLI), was held in person on June 25-27, 2025…

math.OC2025

Deterministic Structure of Vertical Configurations in Minimal Picker Tours for Rectangular Warehouses

George Dunn, Elizabeth Stojanovski, Bishnu Lamichhane +2

The picker routing problem seeks the shortest tour through a warehouse that visits every item in a given pick-list and returns to the depot. For rectangular warehouses, dynamic pro…

cs.LG2025

Ranking Vectors Clustering: Theory and Applications

Ali Fattahi, Ali Eshragh, Babak Aslani +1

We study the problem of clustering ranking vectors, where each vector represents preferences as an ordered list of distinct integers. Specifically, we focus on the k-centroids rank…

math.OC2025

Double Traversals in Optimal Picker Routes for Warehouses with Multiple Blocks

George Dunn, Hadi Charkhgard, Ali Eshragh +1

Order picking is a process that involves collecting items from their respective locations within a warehouse. There exist dynamic programming algorithms for finding the minimal pic…