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:
Oct. 03, 2023

Filed:

Aug. 16, 2018
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Marcos Campos, Carlsbad, CA (US);

Aditya Gudimella, Dublin, CA (US);

Ruofan Kong, El Cerrito, CA (US);

Matthew Brown, Berkeley, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 99/00 (2019.01); G06F 17/30 (2006.01); G06N 3/02 (2006.01); G06N 5/043 (2023.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06N 3/08 (2023.01); G06N 3/045 (2023.01); G06N 3/008 (2023.01); G06N 3/044 (2023.01);
U.S. Cl.
CPC ...
G06N 5/043 (2013.01); G06F 16/901 (2019.01); G06N 3/02 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06N 3/008 (2013.01); G06N 3/044 (2023.01);
Abstract

The AI engine has a first module that chooses from a library of algorithms to use when automatically assembling and building different learning topologies to solve different concepts making up a resulting AI model. The AI engine may integrate both i) one or more dynamic programming training algorithms and ii) one or more policy optimization algorithms, to build the different learning topologies to solve the different concepts contained with an AI model in order to solve a wide variety of problem types. Each concept contained in the AI model can use a most appropriate approach for achieving a mission of that concept. A learning topology representing a first concept can be built by the first module with a first dynamic programming training algorithm, while a learning topology representing a second concept in the same AI model can be built by the first module with a first policy optimization algorithm.


Find Patent Forward Citations

Loading…