This inventor holds 1 USPTO granted patent. Top assignee: USA as Represented by Secretary of the Navy. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Matthew Leonard Litton: Innovator in Autonomous Systems
Introduction
Matthew Leonard Litton is a prominent inventor based in Marina, CA (US). He has made significant contributions to the field of autonomous systems through his innovative patent. His work focuses on enhancing the capabilities of these systems using advanced machine learning techniques.
Latest Patents
Matthew Leonard Litton holds a patent titled "Method of machine-learned verification and advance notice oracles for autonomous systems." This patent describes a method for training, verification, and advanced notice for an autonomous system. The process involves a machine learning classifier that considers both an adversary vehicle and a primary vehicle on the same path. It includes creating a path position probability transition matrix, which comprises an array of acceleration parameters for potential positions. The method also involves sorting sample paths, evaluating them based on a custom score function, and selecting a subset of these paths as Nelite paths. The Nelite paths are then used to update the path probability transition matrix and the acceleration parameters array, repeating the process until stabilization occurs over a predetermined number of iterations. This innovative approach has the potential to significantly improve the reliability and safety of autonomous systems.
Career Highlights
Matthew Leonard Litton is currently employed by the United States Navy, where he serves as a representative. His work in this capacity allows him to apply his expertise in machine learning and autonomous systems to real-world applications. His dedication to advancing technology in this field is evident through his innovative contributions.
Collaborations
Matthew has collaborated with Doron Drusinsky, a fellow innovator in the field. Their partnership has likely fostered the development of cutting-edge solutions in autonomous systems.
Conclusion
Matthew Leonard Litton is a key figure in the realm of autonomous systems, with a focus on machine learning applications. His patent reflects his commitment to innovation and the advancement of technology in this critical area. His contributions are paving the way for safer and more efficient autonomous systems in the future.