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:
Jun. 09, 2026

Filed:

Aug. 31, 2022
Applicant:

Zoox, Inc., Foster City, CA (US);

Inventors:

Yan Chang, Mountain View, CA (US);

Gowtham Garimella, Hayward, CA (US);

Marin Kobilarov, Baltimore, MD (US);

Gary Linscott, Seattle, WA (US);

Assignee:

Zoox, Inc., Foster City, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 30/095 (2012.01); B60W 30/12 (2020.01); B60W 30/18 (2012.01); B60W 50/00 (2006.01);
U.S. Cl.
CPC ...
B60W 30/0956 (2013.01); B60W 30/12 (2013.01); B60W 30/18163 (2013.01); B60W 50/00 (2013.01); B60W 2050/0028 (2013.01); B60W 2555/60 (2020.02);
Abstract

Techniques are discussed herein for generating trajectories for controlling motion and/or other behaviors of vehicles in complex driving environments. In certain examples, a search algorithm may be used to determine and evaluate a set of possible candidate actions for a vehicle, including candidate actions based on a predetermined exploration policy and additional candidate actions based on machine learned models that output predicted behaviors for the vehicle based on the current driving environment. Costs associated the various candidate actions may be evaluated based on state transition costs and/or future state predictions of the driving environment. Certain examples may include a tree search using a combination of predetermined heuristic candidate actions and adaptive-learning candidate actions at various nodes within a tree structure representing a driving route from a current vehicle state to an intended end state.


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