61 citations · 151 across the 15 of their papers we have counts for
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cs.LG2020★ 26 cited
Deep Controlled Learning for Inventory Control
Tarkan Temizöz, Christina Imdahl, Remco Dijkman +2
The application of Deep Reinforcement Learning (DRL) to inventory management is an emerging field. However, traditional DRL algorithms, originally developed for diverse domains suc…
cs.LG2020★ 61 cited
Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning
Bram Cals, Yingqian Zhang, Remco Dijkman +1
In e-commerce markets, on time delivery is of great importance to customer satisfaction. In this paper, we present a Deep Reinforcement Learning (DRL) approach for deciding how and…