Patents by Inventor Jay NANAVATI

Jay NANAVATI 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).

  • Training behavior of an agent
    Patent number: 11182698
    Abstract: An apparatus is described for training a behavior of an agent in a physical or digital environment. The apparatus comprises a memory storing the location of at least one reward token in the environment. The location has been specified by a user. At least one processor executes the agent in the environment according to a behavior policy. The processor is configured to observe values of variables comprising: an observation of the agent, an action of the agent and any reward resulting from the reward token. The processor is configured to update the behavior policy using reinforcement learning according to the observed values.
    Type: Grant
    Filed: July 10, 2019
    Date of Patent: November 23, 2021
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Anthony David Joseph Diggle, Jay Nanavati, Katja Hofmann, Sam Michael Devlin, Andrew Philip Slowey, Janhavi Agrawal, David Michael Bignell, Adrian Kieron O'Grady
  • TRAINING BEHAVIOR OF AN AGENT
    Publication number: 20200356897
    Abstract: An apparatus is described for training a behavior of an agent in a physical or digital environment. The apparatus comprises a memory storing the location of at least one reward token in the environment. The location has been specified by a user. At least one processor executes the agent in the environment according to a behavior policy. The processor is configured to observe values of variables comprising: an observation of the agent, an action of the agent and any reward resulting from the reward token. The processor is configured to update the behavior policy using reinforcement learning according to the observed values.
    Type: Application
    Filed: July 10, 2019
    Publication date: November 12, 2020
    Inventors: Anthony David Joseph DIGGLE, Jay NANAVATI, Katja HOFMANN, Sam Michael DEVLIN, Andrew Philip SLOWEY, Janhavi AGRAWAL, David Michael BIGNELL, Adrian Kieron O'GRADY