This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Woven by Toyota, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Sergey Zagoruyko: Innovator in Policy Training Systems
Introduction
Sergey Zagoruyko is a notable inventor based in London, GB. He has made significant contributions to the field of policy training systems, showcasing his expertise through innovative patents. His work is particularly relevant in the context of machine learning and artificial intelligence.
Latest Patents
Zagoruyko holds a patent titled "System and method for training a policy using closed-loop weighted empirical risk minimization." This patent describes systems and methods for training a policy. In one example, a system includes a processor and a memory with instructions that cause the processor to train the policy using a training data set with training scenes to generate an identification policy. The system performs a closed-loop simulation on the identification policy to collect closed-loop metrics. Based on these metrics, the instructions cause the processor to construct an error set of the training scenes and create an upsampled training set by upsampling the error set. Finally, the policy is trained using the upsampled training set to generate a final policy. This innovative approach enhances the efficiency and accuracy of policy training.
Career Highlights
Zagoruyko is currently employed at Woven by Toyota, Inc., where he continues to develop cutting-edge technologies. His work at this company reflects his commitment to advancing the field of artificial intelligence and machine learning.
Collaborations
He collaborates with talented individuals such as Eesha Kumar and Yiming Zhang, contributing to a dynamic and innovative work environment. Their combined expertise fosters creativity and drives the development of new solutions in their field.
Conclusion
Sergey Zagoruyko is a prominent inventor whose work in policy training systems is paving the way for advancements in artificial intelligence. His innovative patent and collaboration with skilled professionals highlight his significant contributions to the industry.