Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning

no code implementations • 16 Jun 2020 • Bram Cals, Yingqian Zhang, Remco Dijkman, Claudy van Dorst

In this paper, we present a Deep Reinforcement Learning (DRL) approach for deciding how and when orders should be batched and picked in a warehouse to minimize the number of tardy orders.

reinforcement-learning Reinforcement Learning (RL)