Patents by Inventor Lukas Grossberger

Lukas Grossberger 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).

  • Device and method for controlling a physical system
    Patent number: 12194631
    Abstract: A method for controlling a physical system. The method includes training a neural network to output, for a plurality of tasks, a result of the task carried out, in each case in response to the input of a control configuration of the physical system and the input of a value of a task input parameter; ascertaining a control configuration for a further task with the aid of Bayesian optimization, the neural network, parameterized by the task input parameter, being used as a model for the relationship between control configuration and result; and controlling the physical system according to the control configuration to carry out the further task.
    Type: Grant
    Filed: August 27, 2021
    Date of Patent: January 14, 2025
    Assignee: ROBERT BOSCH GMBH
    Inventors: Felix Berkenkamp, Jonathan Spitz, Kathrin Skubch, Lukas Grossberger, Stefan Falkner, Anna Eivazi
  • DEVICE AND METHOD FOR CONTROLLING A PHYSICAL SYSTEM
    Publication number: 20220097227
    Abstract: A method for controlling a physical system. The method includes training a neural network to output, for a plurality of tasks, a result of the task carried out, in each case in response to the input of a control configuration of the physical system and the input of a value of a task input parameter; ascertaining a control configuration for a further task with the aid of Bayesian optimization, the neural network, parameterized by the task input parameter, being used as a model for the relationship between control configuration and result; and controlling the physical system according to the control configuration to carry out the further task.
    Type: Application
    Filed: August 27, 2021
    Publication date: March 31, 2022
    Inventors: Felix Berkenkamp, Jonathan Spitz, Kathrin Skubch, Lukas Grossberger, Stefan Falkner, Anna Eivazi