Patents by Inventor Jonathan Malchi

Jonathan Malchi 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).

  • Publication number: 20250124287
    Abstract: A computer-implemented method comprising transmitting a user interface to be displayed to a user. The user interface can include one or more first interactive elements. The one or more first interactive elements display policy settings of a reinforcement learning model. The one or more first interactive elements are configured to allow the user to update the policy settings of the reinforcement learning model. The method also can include receiving one or more inputs from the user. The inputs include one or more modifications of at least a portion of the one or more first interactive elements of the user interface to update the policy settings of the reinforcement learning model. The method additionally can include training a neural network model using a reinforcement learning model with the policy settings as updated by the user to adjust rewards assigned in the reinforcement learning model. Other embodiments are described.
    Type: Application
    Filed: December 23, 2024
    Publication date: April 17, 2025
    Applicant: World Wide Technology Holding Co., LLC
    Inventors: Remington Dechene, Troy Sipprelle, Jonathan Malchi
  • Patent number: 12175364
    Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, perform certain acts. The acts can include transmitting a user interface to be displayed to a user. The user interface can include one or more first interactive elements. The one or more first interactive elements display policy settings of a reinforcement learning model. The one or more first interactive elements are configured to allow the user to update the policy settings of the reinforcement learning model. The acts also can include receiving one or more inputs from the user. The inputs include one or more modifications of at least a portion of the one or more first interactive elements of the user interface to update the policy settings of the reinforcement learning model.
    Type: Grant
    Filed: January 29, 2021
    Date of Patent: December 24, 2024
    Assignee: World Wide Technology Holding Co., LLC
    Inventors: Remington Dechene, Troy Sipprelle, Jonathan Malchi
  • Patent number: 11553741
    Abstract: This disclosure relates to athletic shorts, such as those that can be worn while playing tennis, with moisture protection features and including readily accessible pockets, such as pockets that hold tennis balls in a manner that makes those balls readily accessible during a tennis match. An example pair of shorts includes a pocket accessible via an opening, and a rib biased toward a centerline of the opening and configured to direct fluid away from the opening. This disclosure also relates to a corresponding method.
    Type: Grant
    Filed: July 15, 2021
    Date of Patent: January 17, 2023
    Inventor: Jonathan Malchi
  • Publication number: 20220245441
    Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, perform certain acts. The acts can include transmitting a user interface to be displayed to a user. The user interface can include one or more first interactive elements. The one or more first interactive elements display policy settings of a reinforcement learning model. The one or more first interactive elements are configured to allow the user to update the policy settings of the reinforcement learning model. The acts also can include receiving one or more inputs from the user. The inputs include one or more modifications of at least a portion of the one or more first interactive elements of the user interface to update the policy settings of the reinforcement learning model.
    Type: Application
    Filed: January 29, 2021
    Publication date: August 4, 2022
    Applicant: World Wide Technology Holding Co., LLC
    Inventors: Remington Dechene, Troy Sipprelle, Jonathan Malchi
  • Publication number: 20220030961
    Abstract: This disclosure relates to athletic shorts, such as those that can be worn while playing tennis, with moisture protection features and including readily accessible pockets, such as pockets that hold tennis balls in a manner that makes those balls readily accessible during a tennis match. An example pair of shorts includes a pocket accessible via an opening, and a rib biased toward a centerline of the opening and configured to direct fluid away from the opening. This disclosure also relates to a corresponding method.
    Type: Application
    Filed: July 15, 2021
    Publication date: February 3, 2022
    Inventor: Jonathan Malchi