This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignee: Zoox, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Gregory Michael Woelki: Innovator in Autonomous Vehicle Technology
Introduction
Gregory Michael Woelki is a prominent inventor based in Foster City, CA (US). He has made significant contributions to the field of autonomous vehicle technology, holding 2 patents that showcase his innovative approach to machine learning and object prediction.
Latest Patents
One of his latest patents is titled "Conditional object position prediction by a machine learned model." This patent describes techniques for predicting the positions of objects in an environment, which can be crucial for the planning of autonomous vehicles. The techniques involve clustering predicted object positions and using a representative target for one or more clusters to determine a predicted position of an autonomous vehicle. This method allows for the selection of object positions from various clusters for consideration during vehicle planning, including simulation.
Another notable patent is "Machine-learned model architecture for diverse object path prediction." This invention presents a machine-learned architecture that predicts a set of spatially-diverse paths that an object may take in the future. The paths generated by this architecture are time-invariant, meaning they do not specify a time at which the object may occupy a position along these paths. However, they can be utilized by a second machine-learned model to predict progress in time along these paths. This separation of spatial paths and temporal progress enhances the accuracy of predictions and better captures rare object behavior.
Career Highlights
Gregory is currently employed at Zoox, Inc., where he continues to develop innovative solutions in the realm of autonomous vehicles. His work focuses on improving the safety and efficiency of self-driving technology through advanced predictive models.
Collaborations
Throughout his career, Gregory has collaborated with talented individuals such as Gowtham Garimella and Ethan Miller Pronovost. These collaborations have contributed to the advancement of his projects and the overall mission of Zoox, Inc.
Conclusion
Gregory Michael Woelki is a key figure in the development of autonomous vehicle technology, with a focus on machine learning and predictive modeling. His patents reflect his commitment to innovation and the future of transportation.