Company Filing History:
Years Active: 2021-2026
Title: Sam Michael Devlin: Innovator in Reinforcement Learning
Introduction
Sam Michael Devlin is a notable inventor based in Trumpington, GB. He has made significant contributions to the field of reinforcement learning, holding a total of 4 patents. His work focuses on developing advanced systems that enhance the capabilities of agents in both physical and digital environments.
Latest Patents
Devlin's latest patents include a "Generalized Reinforcement Learning Agent" and "Training Behavior of an Agent." The first patent describes an apparatus that utilizes a memory to store a reinforcement learning policy, which includes an optimization component and a data collection component. This apparatus also features a regularization component that selectively applies regularization between the optimization and data collection components. The processor within the apparatus executes a reinforcement learning process by observing variables and updating the policy based on the observed values.
The second patent outlines an apparatus designed for training the behavior of an agent in various environments. This system includes a memory that stores the location of reward tokens specified by a user. The processor executes the agent according to a behavior policy, observing actions and rewards, and updates the behavior policy using reinforcement learning based on the observed values.
Career Highlights
Sam Michael Devlin is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of reinforcement learning. His work has the potential to significantly impact how agents learn and adapt in complex environments.
Collaborations
Devlin collaborates with talented individuals such as Katja Hofmann and Maximilian Igl, contributing to a dynamic and innovative work environment.
Conclusion
Sam Michael Devlin is a prominent figure in the realm of reinforcement learning, with a focus on developing advanced systems that enhance agent behavior. His contributions through patents and collaborations continue to shape the future of this technology.