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:
Apr. 26, 2022

Filed:

Jan. 30, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Robert G. Farrell, Cornwall, NY (US);

James R. Kozloski, New Fairfield, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
B60Q 9/00 (2006.01); G06N 20/00 (2019.01); B60H 3/00 (2006.01); G05D 1/00 (2006.01);
U.S. Cl.
CPC ...
B60Q 9/00 (2013.01); B60H 3/0035 (2013.01); G05D 1/0088 (2013.01); G06N 20/00 (2019.01); G05D 2201/0213 (2013.01);
Abstract

An autonomous vehicle utilizing machine learning method, system, and computer program product include training, by a computing device, a driver attention model utilizing historical ambient sensor data and historical physiological sensor data associated with an autonomous vehicle, receiving ambient sensor data associated with a currently driving autonomous vehicle, receiving physiological sensor data associated with a driver of the currently driving autonomous vehicle, and using, by a computing device, the trained driver attention model in conjunction with the ambient sensor data and the physiological sensor data to generate an alert for a driver of the currently driving autonomous vehicle.


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