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:
Oct. 11, 2022

Filed:

Jul. 03, 2019
Applicants:

Denso International America, Inc., Southfield, MI (US);

Denso Corporation, Kariya, JP;

Inventor:

Prasanna Kumar Sivakumar, Canton, MI (US);

Assignees:

Denso International America, Inc., Southfield, MI (US);

Denso Corporation, Kariya, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G01C 22/00 (2006.01); G05D 1/00 (2006.01); G05D 1/02 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G05D 1/0217 (2013.01); G05D 1/0088 (2013.01); G05D 1/0221 (2013.01); G06N 20/00 (2019.01); G05D 2201/0213 (2013.01);
Abstract

An artificial intelligence system for an autonomous vehicle includes one or more processors and a memory in communication with the one or more processors and storing a target-orientated navigation system module. When executed, the target-orientated navigation system module causes the one or more processors to receive sensor data from one or more sensors of a vehicle, synchronize the sensor data, preprocess the synchronized sensor data by transforming the sensor data into a common data format, concatenate the transformed sensor data into a K-dimensional array, which acts as an input state array, apply a navigation policy to the input state array to estimate an action-value array, direct a vehicle control system to guide the vehicle to a location representative of a cell in the action-value array that has a highest reward value.


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