DeepStock: Reinforcement Learning with Policy Regularizations for Inventory Management

Yaqi Xie, Xinru Hao, Jiaxi Liu +4

Deep Reinforcement Learning (DRL) provides a general-purpose methodology for training inventory policies that can leverage big data and compute. However, off-the-shelf implementati…