This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignee: Gdm Holding LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Thomas Edward Eccles: Innovator in Neural Network Technologies
Introduction
Thomas Edward Eccles is a prominent inventor based in London, GB. He has made significant contributions to the field of neural networks, particularly in the areas of policy training and computer code generation. With a total of 2 patents, his work is paving the way for advancements in artificial intelligence and machine learning.
Latest Patents
Eccles' latest patents include innovative methods for training a policy neural network for controlling an agent using best response policy iteration. This patent outlines systems and apparatuses, including computer programs encoded on computer storage media, for training a policy neural network by repeatedly updating it at each training iteration. One of the methods involves generating training data by controlling the agent according to an improved policy that selects actions based on input state representations. A best response computation is performed using a candidate policy generated from preceding iterations and a candidate value neural network, which estimates the value of the environment in a given state.
Another notable patent focuses on computer code generation from task descriptions using neural networks. This invention describes methods and systems for generating computer code by receiving description data for a programming task and generating candidate computer programs through generative neural networks. The process includes executing these candidate programs on inputs to select the most effective synthesized computer programs for the task.
Career Highlights
Eccles is currently employed at GDM Holding LLC, where he continues to develop and refine his innovative ideas. His work is characterized by a strong emphasis on practical applications of neural networks in various technological domains.
Collaborations
Some of his notable coworkers include James Thomas Keeling and Julian Schrittwieser, who contribute to the collaborative environment that fosters innovation and creativity in their projects.
Conclusion
Thomas Edward Eccles is a key figure in the advancement of neural network technologies, with a focus on practical applications that enhance machine learning capabilities. His contributions are shaping the future of artificial intelligence and programming.