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:
Mar. 28, 2023

Filed:

Dec. 23, 2019
Applicants:

Nissan North America, Inc., Franklin, TN (US);

The University of Massachusetts, Boston, MA (US);

Renault S.a.s., Boulogne-Billancourt, FR;

Inventors:

Kyle Hollins Wray, Fremont, CA (US);

Stefan Witwicki, San Carlos, CA (US);

Shlomo Zilberstein, Amherst, MA (US);

Assignees:

Nissan North America, Inc., Franklin, TN (US);

The University of Massachusetts, Boston, MA (US);

Renault S.A.S., Boulogne-Billancourt, FR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 50/00 (2006.01); B60W 50/08 (2020.01); G06K 9/62 (2022.01); B60W 50/10 (2012.01);
U.S. Cl.
CPC ...
B60W 50/085 (2013.01); B60W 50/10 (2013.01); G06K 9/6257 (2013.01);
Abstract

Traversing a vehicle transportation network includes operating a scenario-specific operational control evaluation module instance. The scenario-specific operational control evaluation module instance includes an instance of a scenario-specific operational control evaluation model of a distinct vehicle operational scenario. Operating the scenario-specific operational control evaluation module instance includes identifying a multi-objective policy for the scenario-specific operational control evaluation model. The multi-objective policy may include a relationship between at least two objectives. Traversing the vehicle transportation network includes receiving a candidate vehicle control action associated with each of the at least two objectives. Traversing the vehicle transportation network includes selecting a vehicle control action based on a buffer value. Traversing the vehicle transportation network includes performing the selected vehicle control action, determining a preference indicator for each objective, and updating the multi-objective policy.


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