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. 29, 2026

Filed:

Nov. 15, 2023
Applicant:

Autobrains Technologies Ltd, Tel Aviv-Jaffa, IL;

Inventors:

Isaac Misri, Tel-Aviv, IL;

Armin Biess, Tel-Aviv, IL;

Julius Engelsoy, Tel-Aviv, IL;

Igal Raichelgauz, Tel Aviv, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 30/16 (2020.01); B60W 30/165 (2020.01); G06F 11/3668 (2025.01); G06N 5/045 (2023.01);
U.S. Cl.
CPC ...
B60W 30/165 (2013.01); G06F 11/3688 (2013.01);
Abstract

A method for training and testing a machine learning process, the method includes (a) learning virtual fields based on simulations of behaviors of a vehicle when faced with situations involving objects within environments of the vehicle, the virtual fields represent potential impacts of objects on the behaviors of the vehicle, wherein the learning is based on a virtual physical mode; (b) training the machine learning process to generate the virtual fields by applying a training process that uses outcomes of the simulations to provide a trained machine learning process; and (c) testing the trained machine learning process by feeding the trained machine learning process with other situations to provide test results.


Find Patent Forward Citations

Misri, Isaac. (2026). Training and testing a machine learning process (U.S. Patent No. 12746921). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12746921

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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