Company Filing History:
Years Active: 2019-2022
Title: Innovations of Rory Fearon
Introduction
Rory Fearon is a notable inventor based in London, GB. He has made significant contributions to the field of reinforcement learning, holding 2 patents that showcase his innovative approach to technology.
Latest Patents
One of Rory's latest patents is focused on the distributed training of reinforcement learning systems. This patent includes methods, systems, and apparatus, including computer programs encoded on computer storage media, for enhancing the efficiency of distributed training. The method involves receiving current values of the parameters of the Q network from a parameter server. Each learner maintains a respective learner Q network replica and a respective target Q network replica. The process includes updating the parameters of the learner Q network replica, selecting an experience tuple from a replay memory, computing a gradient from the experience tuple, and providing the computed gradient to the parameter server.
Career Highlights
Rory Fearon is currently associated with DeepMind Technologies Limited, a leading company in artificial intelligence research. His work at DeepMind has positioned him as a key player in the advancement of machine learning technologies.
Collaborations
Rory collaborates with talented individuals such as Praveen Deepak Srinivasan and Cagdas Alcicek, who contribute to the innovative environment at DeepMind.
Conclusion
Rory Fearon's contributions to reinforcement learning and his innovative patents reflect his expertise and commitment to advancing technology. His work continues to influence the field and inspire future innovations.