公开(公告)号：US20230196273A1

公开(公告)日：2023-06-22

申请号：US18170705

申请日：2023-02-17

Applicant: Walmart Apollo, LLC

Inventor： Ehsan Nazarian ,  Behzad Nemati

IPC: G06Q10/0835 ,  G06Q10/083

CPC classification number: G06Q10/08355 ,  G06Q10/0838

Abstract: Systems and methods are provided for managing shipment of a plurality of online orders for one or more carriers from a distribution center. The systems and methods include receiving online orders that each comprise a product and a delivery destination for delivering the product, determining the delivery destination for delivering the product of each of the online orders, determining a distribution center to fulfill the online orders, determine a route for each carrier to deliver products of the online orders. The route for each of the carriers can be determined based on a score, and can be in a generally curve shape starting from the distribution center, through the delivery destinations, and ending at the distribution center.

公开(公告)号：US20230058632A1

公开(公告)日：2023-02-23

申请号：US17404329

申请日：2021-08-17

Applicant: Walmart Apollo, LLC

Inventor： Anbu Aaron Ajay Ullas ,  Ehsan Nazarian ,  Haining Liu ,  Pingjian Yu ,  Ketan Mudda ,  Sara Amin ,  Zekun Li

IPC: G06N3/08 ,  G06N3/04

Abstract: Particular data is selected from a members-based dataset to provide a resultant training corpus. A first neural network receives that training corpus and generates a first trained machine learning model. That first trained machine learning model can predict member engagement score values for each of a plurality of candidate variable values. The aforementioned training corpus can also be provided to a second neural network to generate a second trained machine learning model. That second trained machine learning model can then be used to predict member engagement score values for each of a plurality of initial-state variable values. The aforementioned member engagement score values for each of the plurality of candidate variable values can then be consolidated with the member engagement score values for each of a plurality of initial-state variable values to thereby provide resultant consolidated member engagement score values.

公开(公告)号：US20220027927A1

公开(公告)日：2022-01-27

申请号：US17402011

申请日：2021-08-13

Applicant: WALMART APOLLO, LLC

Inventor： Ehsan Nazarian ,  Behzad Nemati

IPC: G06Q30/02 ,  G06Q10/08 ,  G06N20/00 ,  G06F15/76

Abstract: In various examples, a system identify a first issue object associated with the alert by making a first set of determinations, based on an alert of an active issue of a system resource. Additionally, the system can determine whether the active issue associated with the first issue object can be automatically corrected by one or more self-healing processes, based on the first issue object. Moreover, the system can implement the one or more self-healing processes, based on determining that the active issue associated with the first issue object can be automatically corrected by one or more self-healing processes.

公开(公告)号：US20180374036A1

公开(公告)日：2018-12-27

申请号：US16013469

申请日：2018-06-20

Applicant: Walmart Apollo, LLC

Inventor： Ehsan Nazarian ,  Behzad Nemati

IPC: G06Q10/08 ,  G06T7/593 ,  G06K9/00 ,  G05D1/00

Abstract: Described in detail herein are systems and methods for an object replacement system. A central computing system can receives data associated with quantities of like physical objects from remote systems. The central computing system can adjust the first quantity of the like physical objects stored in the first one of the remote systems based on the second quantity of the like physical objects stored in the at least another one of the remote systems. The central computing system can determine the like physical objects are absent from the facility. An autonomous robot device can detect a vacant space at the designated location at which the like physical objects are supposed to be disposed. The autonomous robot device using the image capturing device can capture an image of the vacant space. The central computing system can determine a set of like replacement physical objects to be disposed in the vacant space.

公开(公告)号：US20180321660A1

公开(公告)日：2018-11-08

申请号：US15971334

申请日：2018-05-04

Applicant: Walmart Apollo, LLC

Inventor： Behzad Nemati ,  Ehsan Nazarian

IPC: G05B19/418 ,  B65G17/34 ,  B65G1/137 ,  G06Q10/08

CPC classification number: G05B19/4182 ,  B65G1/1371 ,  B65G1/1376 ,  B65G1/1378 ,  B65G17/345 ,  G06Q10/087

Abstract: Systems, methods and computer-readable media for automating the restocking of shelves process by sending a notification when a product on a shelf has reached, or will reach, an undesired level of emptiness. This is determined using imaging sensors, such as cameras, which can calculate how full or empty a respective shelf is and predict when the shelf will need to be restocked. When the restocking time arrives, the notification can be sent to automated systems, which automatically cause new products to be stocked on the shelf via a conveyor system.

公开(公告)号：US20210334742A1

公开(公告)日：2021-10-28

申请号：US17366492

申请日：2021-07-02

Applicant: Walmart Apollo, LLC

Inventor： Ehsan Nazarian ,  Behzad Nemati

IPC: G06Q10/08 ,  G06T7/593 ,  G05D1/00 ,  G06K9/00 ,  G05D1/02 ,  G06K9/22

Abstract: Some embodiments provide systems and methods to enable object replacement. A central computing system can receive data associated with quantities of like physical objects from remote systems. The central computing system can adjust the first quantity of the like physical objects stored in the first one of the remote systems based on the second quantity of the like physical objects stored in the at least another one of the remote systems. The central computing system can determine the like physical objects are absent from the facility. An autonomous robot device can detect a vacant space at the designated location at which the like physical objects are supposed to be disposed. The autonomous robot device using the image capturing device can capture an image of the vacant space. The central computing system can determine a set of like replacement physical objects to be disposed in the vacant space.

公开(公告)号：US20190042995A1

公开(公告)日：2019-02-07

申请号：US16000225

申请日：2018-06-05

Applicant: Walmart Apollo, LLC

Inventor： Behzad Nemati ,  Ehsan Nazarian

IPC: G06Q10/06 ,  G06Q10/04

Abstract: An example system for solving a non-deterministic polynomial-time problem associated with item assortment selection from a plurality of items is described. The system includes databases configured to electronically store data corresponding to item categories and attributes of items. The system includes a computing system configured to receive a selection of an item category, determine items and attributes of the items associated with the selected item category, select a sample of the items, execute a first module to generate a first assortment from the sample of the items (the first module executing according to a non-polynomial processing time), and execute a second module to generate a second assortment from the sample of the items. The computing system validates the second assortment based on the first assortment and executes the second module to generalize the second assortment for the total number of items according to a polynomial processing time.

公开(公告)号：US20180314999A1

公开(公告)日：2018-11-01

申请号：US15964954

申请日：2018-04-27

Applicant: Walmart Apollo, LLC

Inventor： Behzad Nemati ,  Ehsan Nazarian

IPC: G06Q10/06 ,  G06Q10/08

Abstract: Systems and methods are provided for fulfilling an online order. The systems and methods include identifying a product and a delivery destination in an online order, identifying at least one distribution center and retail store having the product within a defined radius from the delivery destination, determining a cost for each of the distribution center and retail store to fulfill the online order, and selecting one of the distribution center and retail to fulfill the online order. The cost for filling the online order can be based one or more of a shipping cost for delivery of the product to the delivery destination, a replenishment cost for replenishing the distribution center and retail store with the product a lost sales cost for the distribution center and retail store to ship the product.

公开(公告)号：US20180285902A1

公开(公告)日：2018-10-04

申请号：US15940295

申请日：2018-03-29

Applicant: Walmart Apollo, LLC

Inventor： Ehsan Nazarian ,  Behzad Nemati

IPC: G06Q30/02 ,  G06Q10/08 ,  G06F15/18

Abstract: Systems, methods, and non-transitory computer-readable storage media for generating rate-of-sales models for products based on historical data of when products are being sold, then generating, in real-time, schedules for restocking items on store shelfs such that the amount of items on the shelf maintain desired rates of sales per the prediction models. This is accomplished used historical data in combination with real-time data regarding the current shelf inventory, as well as updating machine-learning models to improve estimates over time.

公开(公告)号：US11210618B2

公开(公告)日：2021-12-28

申请号：US16508070

申请日：2019-07-10

Applicant: Walmart Apollo, LLC

Inventor： Murthy Narayana Kolluru ,  Manisha Goswami ,  Ehsan Nazarian ,  Paul Michael Tempest ,  Rajesh Veliyanallore

IPC: G06Q10/00 ,  G06Q10/06 ,  G06Q30/02 ,  G06K9/62 ,  G06Q30/06 ,  G06Q10/08

Abstract: A system for generating a two-dimensional planogram. The system generates, for a facility in a cluster of facilities, a planogram for sets of items using an intermediate file.