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. 04, 2020

Filed:

Sep. 12, 2017
Applicant:

Uber Technologies, Inc., San Francisco, CA (US);

Inventors:

Srikanth Jalasutram, San Francisco, CA (US);

Guillaume Lachaud, San Francisco, CA (US);

Varun Krishna Rau, San Francisco, CA (US);

Abhay Vardhan, Redwood City, CA (US);

Assignee:

Uber Technologies, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01C 21/34 (2006.01); G06N 5/02 (2006.01); G01C 21/36 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G01C 21/343 (2013.01); G01C 21/3415 (2013.01); G01C 21/3438 (2013.01); G01C 21/3617 (2013.01); G01C 21/3697 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01); G01C 21/3676 (2013.01);
Abstract

A system determines a route for a user and creates checkpoints along the route to encourage the user to follow the suggested route. For example, a ride sharing system may encourage users with vehicles to move toward regions where rides are in highest demand by offering a route to that region with checkpoints along the way. A user may receive a reward upon reaching a checkpoint. The system may adapt checkpoints to user types. Models are trained to output rule sets for placing checkpoints along a route and assigning values to the checkpoints. In some embodiments, the models are trained according to categories of users, so that the checkpoints can be placed in a way that will encourage the user to comply with a route. When a user strays from a suggested route, the system generates an updated set of checkpoints to encourage the user to return to the route.


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