On-Demand High-Capacity Ride-Sharing Via Dynamic Trip-Vehicle Assignment with Future Requests

Patent №

US 11,619,951

Granted

2023-04-04

Filed 2018

Owner

MASSACHUSETTS INSTITUTE OF TECHNOLOGY

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15941449

Described is a method and system for vehicle routing and request assignment which incorporates a prediction of future demand. The method seamlessly integrates sampled future requests into request assignments and vehicle routing.

Machine learningG05D 1/0291G05D 1/0088G06N 5/04G06Q 10/06311G08G 1/202

AI classification

Machine learning0.75
Planning0.36
AI hardware0.22
Knowledge representation0.12
Vision0.03
Natural language0.01
Speech0.00
Evolutionary computation0.00

Ownership

MASSACHUSETTS INSTITUTE OF TECHNOLOGY

assignment · 473200613

Assignors

ALONSO-MORA, JAVIER, RUS, DANIELA L., WALLAR, ALEXANDER JAMES

On an employer assignment, the assignors are typically the inventors.

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