Patents by Inventor Hiafeng Chen

Hiafeng Chen 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).

  • Adversarial Cooperative Imitation Learning for Dynamic Treatment
    Publication number: 20230376774
    Abstract: Methods and systems for responding to changing conditions include training a model, using a processor, using trajectories that resulted in a positive outcome and trajectories that resulted in a negative outcome. Training is performed using an adversarial discriminator to train the model to generate trajectories that are similar to historical trajectories that resulted in a positive outcome, and using a cooperative discriminator to train the model to generate trajectories that are dissimilar to historical trajectories that resulted in a negative outcome. A dynamic response regime is generated using the trained model and environment information. A response to changing environment conditions is performed in accordance with the dynamic response regime.
    Type: Application
    Filed: July 31, 2023
    Publication date: November 23, 2023
    Applicant: NEC Laboratories America, Inc.
    Inventors: Wenchao Yu, Hiafeng Chen