Company Filing History:
Years Active: 2023-2025
Title: David Barker: Innovator in Robotic Control and Machine Learning
Introduction
David Barker is a prominent inventor based in Reading, GB. He has made significant contributions to the fields of robotic control and machine learning, holding a total of 3 patents. His innovative work focuses on integrating advanced technologies into practical applications.
Latest Patents
One of David Barker's latest patents is titled "Data-driven robot control." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for data-driven robotic control. The invention involves maintaining robot experience data, obtaining annotation data, training a reward model on the annotation data, and generating task-specific training data for particular tasks. The policy neural network developed through this patent is designed to optimize robot performance in various tasks.
Another notable patent is "Integrating machine learning into control systems for industrial facilities." This patent outlines methods, systems, apparatus, and computer program products for implementing machine learning within control systems. The invention allows for the adoption of machine learning settings in industrial facilities, utilizing neural networks trained through reinforcement learning to enhance the efficiency of data centers.
Career Highlights
David Barker has worked with leading technology companies, including DeepMind Technologies Limited and Google Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
Throughout his career, David has collaborated with talented individuals such as Serkan Cabi and Alexander Novikov. These partnerships have fostered a creative environment that has led to groundbreaking innovations.
Conclusion
David Barker is a distinguished inventor whose work in robotic control and machine learning continues to influence the industry. His patents reflect a commitment to advancing technology and improving efficiency in various applications.