Inventory management is a sequential decision problem that can be solved with reinforcement learning (RL). Although RL in its conventional form does not require domain knowledge. exploiting such knowledge of problem structure. usually available in inventory management. https://unitedssports.shop/product-category/bike-parts-tires-winter/