Patents by Inventor Matthew Hlavacek

Matthew Hlavacek has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • REINFORCEMENT LEARNING MODEL OPTIMIZING ARRIVAL TIME FOR ON-DEMAND DELIVERY SERVICES
    Publication number: 20220207478
    Abstract: A computing system can facilitate an on-demand delivery service by receiving menu item requests and transmit corresponding order requests to menu item preparers. The system can execute one or more trained predictive models using a set of current predictive metrics for the menu item preparer to generate probability curves for driver wait time and menu item sit time against a logical cost to the on-demand delivery service. The system may then utilize the curves to determine an optimal arrival time for a selected delivery provider to pick up the menu items for delivery.
    Type: Application
    Filed: December 29, 2020
    Publication date: June 30, 2022
    Inventors: Matthew Hlavacek, Lizhu Zhang, Lei Kang, Zi Wang, Raghav Gupta