Company Filing History:
Years Active: 2022-2025
Title: Innovations of David Budden: A Pioneer in Data-Driven Robotics
Introduction
David Budden, an inventive mind based in London, GB, has made significant strides in the field of robotics through his groundbreaking patents. With a remarkable portfolio of 9 patents, he has been at the forefront of integrating advanced algorithms and machine learning into robotic systems.
Latest Patents
Among Budden's latest inventions is a patent for a data-driven robot control system. This innovative concept encompasses methods, systems, and apparatuses, including computer programs encoded on computer storage media for efficient robotic control. The approach emphasizes maintaining robot experience data and employing annotation data to train a reward model. The model is instrumental in generating task-specific training data, enhancing robotic performance in various tasks through a meticulously trained policy neural network.
Another notable patent authored by Budden covers reinforcement learning using distributed prioritized replay. This innovation involves methods and systems designed for training an action selection neural network. The network is crucial for selecting actions performed by an agent interacting with its environment, utilizing a network of actor computing units and learner computing units to enhance learning efficiency.
Career Highlights
David Budden plays a key role at DeepMind Technologies Limited, a company renowned for its cutting-edge research in artificial intelligence and machine learning. His expertise has greatly contributed to advancing the capabilities of robotic systems, reflecting his commitment to pushing the boundaries of technology through innovative solutions.
Collaborations
Budden works alongside esteemed colleagues, including Gabriel Barth-Maron and Matthew William Hoffman. Their collaborative efforts in the field of robotics have generated impactful inventions, further demonstrating the power of teamwork in driving technological advancements.
Conclusion
David Budden stands out as a notable inventor in the realm of robotics, with his pioneering patents significantly influencing the landscape of data-driven control systems. As he continues to expand his portfolio, the contributions of Budden are poised to shape the future of robotics and artificial intelligence.