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:
Sep. 19, 2023

Filed:

Nov. 28, 2022
Applicant:

Lyft, Inc., San Francisco, CA (US);

Inventors:

Ricky Chachra, San Francisco, CA (US);

Tzu-Hsin Chiao, Seattle, WA (US);

Ashivni Shekhawat, Emeryville, CA (US);

Christopher Sholley, San Francisco, CA (US);

Jerome Hong-Phat Thai, Berkeley, CA (US);

Adriel Frederick, Berkeley, CA (US);

Assignee:

Lyft, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/70 (2006.01); G06Q 50/30 (2012.01); H04W 4/021 (2018.01); H04W 4/40 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 50/30 (2013.01); H04W 4/021 (2013.01); H04W 4/40 (2018.02); G06N 20/00 (2019.01);
Abstract

This disclosure covers machine-learning methods, non-transitory computer readable media, and systems that generate a multiplier that efficiently and effectively provides on-demand transportation services for a geographic area. The methods, non-transitory computer readable media, and systems dynamically adjust the multiplier with machine learners to maintain a target estimated time of arrival for a provider device to fulfill a request received from a requestor device. In some embodiments, the methods, non-transitory computer readable media, and systems generate a multiplier report comprising a representation of a geographic area and an indication of the multiplier to facilitate inflow and outflow of provider devices within and without the geographic area.


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