Patents by Inventor Alexander J. Gabourie

Alexander J. Gabourie 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).

  • Patent number: 11176477
    Abstract: Described is a system for unsupervised domain adaptation in an autonomous learning agent. The system adapts a learned model with a set of unlabeled data from a target domain, resulting in an adapted model. The learned model was previously trained to perform a task using a set of labeled data from a source domain. The set of labeled data has a first input data distribution, and the set of unlabeled target data has a second input data distribution that is distinct from the first input data distribution. The adapted model is implemented in the autonomous learning agent, causing the autonomous learning agent to perform the task in the target domain.
    Type: Grant
    Filed: December 18, 2019
    Date of Patent: November 16, 2021
    Assignee: HRL Laboratories, LLC
    Inventors: Alexander J. Gabourie, Mohammad Rostami, Soheil Kolouri, Kyungnam Kim
  • Publication number: 20200125982
    Abstract: Described is a system for unsupervised domain adaptation in an autonomous learning agent. The system adapts a learned model with a set of unlabeled data from a target domain, resulting in an adapted model. The learned model was previously trained to perform a task using a set of labeled data from a source domain. The set of labeled data has a first input data distribution, and the set of unlabeled target data has a second input data distribution that is distinct from the first input data distribution. The adapted model is implemented in the autonomous learning agent, causing the autonomous learning agent to perform the task in the target domain.
    Type: Application
    Filed: December 18, 2019
    Publication date: April 23, 2020
    Inventors: Alexander J. Gabourie, Mohammad Rostami, Soheil Kolouri, Kyungnam Kim