ALEXANDRIA, Va., June 9 -- United States Patent no. 12,651,179, issued on June 9, was assigned to SAP SE (Walldorf, Germany).

"Reinforcement learning model for balanced unit recommendation" was invented by Lei Ding (Chengdu, China) and Yangyang Chen (Chengdu, China).

According to the abstract* released by the U.S. Patent & Trademark Office: "Embodiments are associated with unit recommendations for an online establishment backend service. A reinforcement learning apparatus integrates a reinforcement learning algorithm model into the online establishment backend service and plugs streaming data representing user behavior and unit performance into the model. The reinforcement learning algorithm model is used to generate unit recommendations,...