DeepStock: Reinforcement Learning with Policy Regularizations for Inventory Management.

arXiv:2603.19621v2 Announce Type: replace-cross Abstract: Deep Reinforcement Learning (DRL) provides a general-purpose methodology for training inventory policies that can leverage big data and compute. However, off-the-shelf implementations of DRL have seen m