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:
Dec. 27, 2022

Filed:

Dec. 31, 2018
Applicant:

Beijing Didi Infinity Technology and Development Co., Ltd., Beijing, CN;

Inventors:

Zhiwei Qin, San Jose, CA (US);

Xiaocheng Tang, Mountain View, CA (US);

Yan Jiao, Sunnyvale, CA (US);

Chenxi Wang, Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/02 (2012.01); G06Q 50/30 (2012.01); G06N 20/00 (2019.01); G01C 21/34 (2006.01); G06N 3/08 (2006.01); G08G 1/00 (2006.01);
U.S. Cl.
CPC ...
G06Q 10/02 (2013.01); G01C 21/3438 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06Q 50/30 (2013.01); G08G 1/202 (2013.01);
Abstract

Systems and methods are provided for ride order dispatching and vehicle repositioning. A method for ride order dispatching and vehicle repositioning, comprises: obtaining information comprising a location of a vehicle, current orders, and a current time; inputting the obtained information to a trained model; and determining action information for the vehicle based on an output of the trained model, the action information comprising: re-positioning the vehicle or accepting a ride order. The model is configured with: receiving information of drivers and information of orders as inputs; obtaining a global state based on the information of drivers, the information of orders, and a global time; and querying a plurality of driver-order pairs and driver-reposition pairs based at least on the obtained global state to determine the action information as the output.


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