公开(公告)号：US11526838B1

公开(公告)日：2022-12-13

申请号：US16561493

申请日：2019-09-05

Applicant: Amazon Technologies, Inc.

Inventor： Samyukta Sethuraman ,  Setareh Mardan ,  Timothy Lee Jacobs ,  Mehul Jain ,  Ankur Bansal

IPC: G06Q10/08 ,  G06N20/00

Abstract: Managing the capacity of delivery lockers are disclosed herein. For example, by utilizing machine learning techniques, the capacity management system described herein may determine portions of a delivery locker to reserve for packages delivered at one or more delivery speeds. For example, the system may train one or more machine learning models to determine factors associated with a delivery demand, dwell time probability, and optimized capacity reservation of the delivery locker. Utilizing these factors, the system may determine a portion of the delivery locker to reserve for packages delivered at each available delivery speed.