Patents by Inventor Kwon-Yeol LEE

Kwon-Yeol LEE 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).

  • DEVICE AND METHOD FOR DATA-BASED REINFORCEMENT LEARNING
    Publication number: 20220230097
    Abstract: Disclosed is a device for data-based reinforcement learning. The disclosure allows an agent to learn a reinforcement learning model so as to maximize a reward for an action selectable according to a current state in a random environment, wherein a difference between a total variation rate and an individual variation rate for each action is provided as a reward for the agent.
    Type: Application
    Filed: February 28, 2020
    Publication date: July 21, 2022
    Applicant: AGILESODA INC.
    Inventors: Yong CHA, Cheol-Kyun RHO, Kwon-Yeol LEE