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. 15, 2026

Filed:

May. 13, 2022
Applicant:

Optum, Inc., Minnetonka, MN (US);

Inventors:

Yiriliam Fernandez Gonzalez, Mint Hill, NC (US);

Ramprasad Anandam Gaddam, Mumbai, IN;

Gregory J. Boss, Saginaw, MI (US);

Jon Benjamin Griffith, Minneapolis, MN (US);

Assignee:

Optum, Inc., Minnetonka, MN (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G01C 21/34 (2006.01);
U.S. Cl.
CPC ...
G01C 21/3461 (2013.01); G06N 20/00 (2019.01);
Abstract

Various embodiments of the present invention disclose techniques for traversal path optimization given a traversal network comprising a group of nodes comprising a plurality of navigation orchestration nodes and using a traversal path optimization machine learning model. In some embodiments, a path feature set is determined for each candidate traversal path of a plurality of candidate traversal paths. A traversal path optimization machine learning model is configured to generate path scores for each candidate traversal path based at least in part on the path feature set.


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