Patent · US Active

Device and method for controlling a physical system

US12194631B2 · kind B2 · utility

0Cited by

1References

9Claims

0Family size

Assignee

Robert Bosch GmbH · DE

Inventors

Felix Berkenkamp · Munich, DE
Jonathan Spitz · Leonberg, DE
Kathrin Skubch · Frankfurt, DE
Lukas Grossberger · Leonberg, DE
Stefan Falkner · Renningen, DE
Anna Eivazi · Renningen, DE

Key dates

Filing date	Aug 27, 2021
Grant date	Jan 14, 2025
Priority date	—
Expiry date	Oct 11, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/10
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.