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:
Aug. 25, 2026

Filed:

Feb. 09, 2024
Applicant:

Textron Innovations Inc., Providence, RI (US);

Inventors:

Jeffrey W. Holcomb, Fort Worth, TX (US);

Manjunath Maigur, Vijayapura, IN;

Assignee:

Textron Innovations Inc., Providence, RI (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 11/3668 (2025.01); G06F 11/30 (2006.01); G06N 3/0455 (2023.01); G06N 3/0475 (2023.01); G06N 3/0895 (2023.01);
U.S. Cl.
CPC ...
G06F 11/3692 (2013.01); G06F 11/3684 (2013.01); G06F 11/3688 (2013.01); G06F 11/3051 (2013.01); G06N 3/0455 (2023.01); G06N 3/0475 (2023.01); G06N 3/0895 (2023.01); G06N 20/00 (2019.01);
Abstract

A method for providing an automated AI teaching and learning environment includes selecting an AI agent from an AI agent pool as a candidate AI agent according to performance of the AI agent after previous training and further according to capability requirements for capability-based training, and providing the capability-based training for the candidate AI agent. Providing the capability-based training includes acquiring first training data, generating a trained artificial intelligence (AI) agent by training the candidate AI agent to have at least one capability associated with using the first training data, generating synthetic validation data different from the synthetic training data, validating the trained AI agent by performing validation testing on the trained AI agent using first validation data that includes the synthetic validation data, and providing the trained AI agent as a validated AI agent after the validating the AI agent.


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