Patents by Inventor Sriram Ganapathi Subramanian

Sriram Ganapathi Subramanian 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).

  • SYSTEM AND METHOD FOR MULTI-TYPE MEAN FIELD REINFORCEMENT MACHINE LEARNING
    Publication number: 20200279136
    Abstract: A system for a machine reinforcement learning architecture for an environment with a plurality of agents includes: at least one memory and at least one processor configured to provide a multi-agent reinforcement learning architecture, the multi-agent reinforcement learning model based on a mean field Q function including multiple types of agents, wherein each type of agent has a corresponding mean field.
    Type: Application
    Filed: February 28, 2020
    Publication date: September 3, 2020
    Inventors: Sriram Ganapathi Subramanian, Pascal Poupart, Matthew Edmund Taylor, Nidhi Hegde