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:
Sep. 14, 2021

Filed:

Jul. 24, 2018
Applicants:

Steven Dennis Flinn, Sugar Land, TX (US);

Naomi Felina Moneypenny, Houston, TX (US);

Inventors:

Steven Dennis Flinn, Sugar Land, TX (US);

Naomi Felina Moneypenny, Houston, TX (US);

Assignee:

ManyWorlds, Inc., Brenham, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2006.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06N 5/02 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 5/022 (2013.01); G06N 5/045 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01);
Abstract

An optimizing data-to-learning-to-action method and system identifies uncertainties embodied as probability distributions that influence a sequence of decisions. The uncertainties are mapped to a simulation of a computer-based infrastructure that supports the execution of the decisions. Actions with respect to the infrastructure that are expected to reduce the uncertainties are simulated. The probability distributions are updated accordingly for each simulated action and an associated net value of information for each simulated action is generated. The action with the greatest net value of information is implemented and the simulated infrastructure is updated accordingly. The process may then be re-run based upon the updated simulated infrastructure.


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Flinn, Steven. (2021). Optimizing data-to-learning-to-action (U.S. Patent No. 11120347). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11120347

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