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:
May. 11, 2021

Filed:

Dec. 27, 2018
Applicant:

Dmai, Inc., Los Angeles, CA (US);

Inventors:

Rui Fang, Los Angeles, CA (US);

Changsong Liu, Los Angeles, CA (US);

Assignee:

DMAI, INC., Los Angeles, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 16/9032 (2019.01); G06F 16/9035 (2019.01); G06F 40/35 (2020.01); G06F 40/56 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/9035 (2019.01); G06F 16/90332 (2019.01); G06F 40/35 (2020.01); G06F 40/56 (2020.01); G06N 5/043 (2013.01); G06N 20/00 (2019.01);
Abstract

The present teaching relates to method, system, medium, and implementations for user machine dialogue. Historic dialogue data related to past dialogues are accessed and used to learn, via machine learning, expected utilities. During a dialogue involving a user and a machine agent, a representation of a shared mindset between the user and the agent is obtained to characterize the current state of the dialogue, which is then used to update the expected utilities. Continuous expected utility functions are then generated based on the updated expected utilities, wherein the continuous expected utility functions are to be used in determining how to conduct a dialogue with a user.


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