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:
Jan. 05, 2021

Filed:

Jul. 27, 2017
Applicant:

Waymo Llc, Mountain View, CA (US);

Inventors:

Abhijit Ogale, Sunnyvale, CA (US);

Mayank Bansal, Mountain View, CA (US);

Alexander Krizhevsky, San Jose, CA (US);

Assignee:

Waymo LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G01C 21/34 (2006.01); G06N 3/08 (2006.01); G01C 21/36 (2006.01); G06N 3/00 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G01C 21/3446 (2013.01); G01C 21/3492 (2013.01); G01C 21/3602 (2013.01); G06N 3/008 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 3/02 (2013.01); G06N 3/0445 (2013.01);
Abstract

Systems, methods, devices, and other techniques for planning a trajectory of a vehicle. A computing system can implement a trajectory planning neural network configured to, at each time step of multiple time steps: obtain a first neural network input and a second neural network input. The first neural network input can characterize a set of waypoints indicated by the waypoint data, and the second neural network input can characterize (a) environmental data that represents a current state of an environment of the vehicle and (b) navigation data that represents a planned navigation route for the vehicle. The trajectory planning neural network may process the first neural network input and the second neural network input to generate a set of output scores, where each output score in the set of output scores corresponds to a different location of a set of possible locations in a vicinity of the vehicle.


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