This inventor holds 3 USPTO granted patents and 5 published patent applications and 2 EPO patents. Top assignee: Robert Bosch. Active years: 2022-2026.
Company Filing History:
Years Active: 2022-2026
Title: Michael Volpp: Innovator in Machine Learning and Robotics
Introduction
Michael Volpp is a distinguished inventor based in Stuttgart, Germany. He has made significant contributions to the fields of machine learning and robotics. With a total of 3 patents, his work focuses on innovative methods that enhance the interaction between systems and their environments.
Latest Patents
One of Michael Volpp's latest patents is a method for ascertaining an output signal with the aid of a machine learning system. This computer-implemented method involves determining a first output signal that characterizes a classification or regression of a first input signal. The output signal includes representations that characterize both the expected value and variance of the classification or regression. The method utilizes an encoder to ascertain latent representations based on a second input signal and a corresponding second output signal, which together characterize a context.
Another notable patent is related to configuring a system that interacts with an environment. This system is designed for robotics applications, where it optimizes a loss function based on an accumulated reward distribution. The system repeatedly obtains sensor data indicative of the environment's state, determines current actions, and provides actuator data to effect those actions. This innovative approach enhances the efficiency and effectiveness of robotic systems.
Career Highlights
Michael Volpp is currently employed at Robert Bosch, a leading global supplier of technology and services. His role at Bosch allows him to apply his expertise in machine learning and robotics to real-world applications. His contributions have been instrumental in advancing the company's technological capabilities.
Collaborations
Throughout his career, Michael has collaborated with notable colleagues, including Christian Daniel and Andreas Doerr. These collaborations have fostered an environment of innovation and creativity, leading to the development of cutting-edge technologies.
Conclusion
Michael Volpp is a prominent figure in the fields of machine learning and robotics, with a focus on creating systems that effectively interact with their environments. His patents and work at Robert Bosch highlight his commitment to innovation and technological advancement.