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. 18, 2025

Filed:

Feb. 21, 2024
Applicant:

Wells Fargo Bank, N.a., San Francisco, CA (US);

Inventors:

Peter Bordow, Fountain Hills, AZ (US);

Abhijit Rao, Irvine, CA (US);

Jeff J. Stapleton, O'Fallon, MO (US);

Omar B. Khan, Richmond, VA (US);

Assignee:

Wells Fargo Bank, N.A., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/006 (2023.01); G06F 3/16 (2006.01); H04L 9/40 (2022.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
G06N 3/006 (2013.01); G06F 3/167 (2013.01); H04L 41/16 (2013.01); H04L 63/1433 (2013.01);
Abstract

Systems, apparatuses, methods, and computer program products are disclosed for determining a security vulnerability of a computer system. An example method includes initializing a policy based on initial policy data. The example method further includes selecting an action based on the policy and executing, by agent circuitry, the action in the environment. The example method further includes, subsequent to executing the action in the environment, receiving an observation of the environment and determining an updated state from the set of states based on the observation. The example method further includes determining, by the policy, a reward based on the updated state and updating the policy based on the updated state.


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