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. 02, 2022

Filed:

Sep. 04, 2020
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Joshua D. Redding, San Jose, CA (US);

Luke B. Johnson, Sunnyvale, CA (US);

Martin Levihn, San Jose, CA (US);

Nicolas F. Meuleau, San Francisco, CA (US);

Sebastian Brechtel, Zurich, CH;

Assignee:

Apple Inc., Cupertino, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06F 16/901 (2019.01); G06N 7/00 (2006.01); G05D 1/00 (2006.01); G06N 3/02 (2006.01); B60W 30/00 (2006.01); G05B 13/02 (2006.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); B60W 30/00 (2013.01); G05B 13/027 (2013.01); G05D 1/0088 (2013.01); G06F 16/9027 (2019.01); G06N 3/02 (2013.01); G06N 5/003 (2013.01); G06N 7/005 (2013.01); G05D 2201/0213 (2013.01);
Abstract

A behavior planner for a vehicle generates a plurality of conditional action sequences of the vehicle using a tree search algorithm and heuristics obtained from one or more machine learning models. Each sequence corresponds to a sequence of anticipated states of the vehicle. At least some of the action sequences are provided to a motion selector of the vehicle. The motion selector generates motion-control directives based on the received conditional action sequences and on data received from one or more sensors of the vehicle, and transmits the directives to control subsystems of the vehicle.


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