Patents by Inventor Devyanshi Singh

Devyanshi Singh 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).

  • DETERMINING REINFORCEMENT LEARNING MODEL REWARD SIGNAL TIMING
    Publication number: 20220343208
    Abstract: Dynamically determining timing for a machine learning model reward signal by receiving, by a first machine learning model, data associated with a first system state, and an action determined by a second machine learning model according to the first system state, determining, by the first machine learning model, a sleep time duration for the second machine learning model according to the first system state and the action, receiving, by the first machine learning model, after the sleep time duration, data associated with a second system state, determining, by the first machine learning model, a first reward signal according to the difference between the first system state and the second system state and the sleep time duration and updating the first machine learning model according to the first reward signal, the difference between the first system state and the second system state, and the sleep time duration.
    Type: Application
    Filed: April 23, 2021
    Publication date: October 27, 2022
    Inventors: Sweta Singh, Vaibhav Murlidhar Kulkarni, Harshita Pandey, Devyanshi Singh, Missula Meghana