The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 07, 2020

Filed:

May. 21, 2018
Applicant:

Hulu, Llc, Santa Monica, CA (US);

Inventors:

Siguang Huang, Beijing, CN;

Guoxin Zhang, Beijing, CN;

Hanning Zhou, Beijing, CN;

Assignee:

HULU, LLC, Santa Monica, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04N 21/45 (2011.01); H04N 21/472 (2011.01); H04N 21/25 (2011.01);
U.S. Cl.
CPC ...
H04N 21/251 (2013.01); H04N 21/4532 (2013.01); H04N 21/472 (2013.01);
Abstract

A method receives user behavior information at a first system. The user behavior information is determined by user interaction with a first list sent to the user by a first network on a video delivery service. A first state is generated using the received user behavior information and prior user behavior information by the user from cells that store the prior user behavior. The method inputs the first state into a second network with the first recommendation list to generate a value that evaluates a performance of recommending the first recommendation list. An update to parameters is generated for the first network and provided to the first network. The first network generates a second state from the received user behavior information and prior user behavior information derived from cells that store the prior user behavior and outputs a second recommendation list using the second state and updated parameters.


Find Patent Forward Citations

Loading…