Patents by Inventor Ningombam Devarani Devi

Ningombam Devarani Devi 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 for exploration based on curiosity and prioritization of experience data in multi-agent reinforcement learning
    Patent number: 12423383
    Abstract: Provided is a method for exploration based on curiosity and prioritization of experience data in multi-agent reinforcement learning, the method including the steps of: calculating a similarity between a policy of a first agent and a policy of a second agent and computing a final reward using the similarity; and performing clustering on a replay buffer using a result of calculating the similarity between the policy of the first agent and the policy of the second agent and performing sampling on data in the cluster.
    Type: Grant
    Filed: January 6, 2022
    Date of Patent: September 23, 2025
    Assignee: Electronics and Telecommunications Research Institute
    Inventors: Ningombam Devarani Devi, Sungwon Yi, Hyun Woo Kim, Hwa Jeon Song, Byung Hyun Yoo
  • METHOD FOR EXPLORATION BASED ON CURIOSITY AND PRIORITIZATION OF EXPERIENCE DATA IN MULTI-AGENT REINFORCEMENT LEARNING
    Publication number: 20220215204
    Abstract: Provided is a method for exploration based on curiosity and prioritization of experience data in multi-agent reinforcement learning, the method including the steps of: calculating a similarity between a policy of a first agent and a policy of a second agent and computing a final reward using the similarity; and performing clustering on a replay buffer using a result of calculating the similarity between the policy of the first agent and the policy of the second agent and performing sampling on data in the cluster.
    Type: Application
    Filed: January 6, 2022
    Publication date: July 7, 2022
    Applicant: Electronics and Telecommunications Research Institute
    Inventors: Ningombam Devarani Devi, Sungwon YI, Hyun Woo KIM, Hwa Jeon SONG, Byung Hyun YOO