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:
Nov. 23, 2021

Filed:

Aug. 31, 2020
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Jerome R. Bellegarda, Saratoga, CA (US);

Akash Mehra, Belmont, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06F 3/023 (2006.01); G06F 40/284 (2020.01); G06F 3/0481 (2013.01); G06F 3/0488 (2013.01);
U.S. Cl.
CPC ...
G06F 3/0237 (2013.01); G06F 3/0481 (2013.01); G06F 3/04886 (2013.01); G06F 40/284 (2020.01); G06N 3/08 (2013.01);
Abstract

An example process includes: obtaining input token(s); determining, using a joint prediction model, based on the input token(s): a first predicted token following the input token(s) and a second predicted token following the first predicted token; and a first user action to be performed on the first predicted token, where determining the first user action includes: determining a first reward value for performing the first user action based on a first current reward value for performing the first user action and a second reward value for performing a second user action on the second predicted token; outputting the first predicted token; detecting a user action performed on the first predicted token; and in accordance with a determination that the detected user action does not match the first user action: causing parameters of the joint prediction model to be updated, the parameters being configured to determine the first user action.


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