Company Filing History:
Years Active: 2018-2023
Title: Innovations of Stefan Angermaier
Introduction
Stefan Angermaier is a notable inventor based in Stuttgart, Germany. He has made significant contributions to the field of machine learning and driving profiles, holding a total of 6 patents. His work focuses on developing innovative methods for enhancing vehicle operation through advanced technology.
Latest Patents
One of his latest patents is a method for ascertaining driving profiles. This computer-implemented method trains a machine learning system to generate driving profiles and routes for vehicles. The process involves a generator that obtains first random vectors to create driving routes and associated profiles. These driving routes and profiles are stored in a database for further analysis. The system selects second driving routes and profiles from this database, allowing a discriminator to evaluate pairs of generated and recorded driving profiles. The outputs from the discriminator are then used to optimize a target function, enhancing the accuracy of the driving profiles generated.
Another significant patent by Angermaier is also focused on ascertaining driving profiles. This method involves selecting first travel routes from a database and generating corresponding driving profiles. The system stores these profiles and routes during vehicle operation in a second database. It then pairs first travel routes with their generated profiles and second travel routes with profiles determined during operation, allowing for a comprehensive analysis of driving behavior.
Career Highlights
Stefan Angermaier is currently employed at Robert Bosch GmbH, a leading global supplier of technology and services. His work at Bosch has allowed him to push the boundaries of innovation in automotive technology.
Collaborations
Throughout his career, Angermaier has collaborated with notable colleagues, including Martin Schiegg and Heiner Markert. These collaborations have contributed to the advancement of his research and the successful development of his patents.
Conclusion
Stefan Angermaier's contributions to the field of machine learning and driving profiles demonstrate his commitment to innovation in automotive technology. His patents reflect a deep understanding of how technology can enhance vehicle operation and improve driving experiences.