Patents by Inventor Hyeon Goo Pyeon

Hyeon Goo Pyeon 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).

  • METHOD AND SYSTEM FOR CONTROLLING A VEHICLE USING MACHINE LEARNING
    Publication number: 20240075943
    Abstract: A method for controlling a vehicle includes: determining an accelerator position sensor/brake pedal position sensor (APS/BPS) command value based on a state variable and a reward variable including a prediction value for a future velocity of the vehicle predicted based on a past APS/BPS command value of the vehicle; and learning for a reward value according to the reward variable to satisfy a predetermined goal based on a change that the determined APS/BPS command value causes to at least one state variable under given environment information.
    Type: Application
    Filed: January 24, 2023
    Publication date: March 7, 2024
    Applicants: HYUNDAI MOTOR COMPANY, KIA CORPORATION, Kookmin University Industry Academy Cooperation Foundation
    Inventors: Kyung Hun Hwang, Joong Hoo Park, Hyeon Goo Pyeon, Se Joon Lim, Hee Jung Kim