Benjamin Kenneth Coppin

Title: The Innovations of Benjamin Kenneth Coppin

Introduction

Benjamin Kenneth Coppin is a notable inventor based in Cottenham, GB. He has made significant contributions to the field of technology, particularly in the area of reinforcement learning. With a total of seven patents to his name, Coppin's work has had a profound impact on how agents interact with their environments.

Latest Patents

One of his latest patents is titled "Selecting actions from large discrete action sets using reinforcement learning." This patent describes methods, systems, and apparatus, including computer programs encoded on computer storage media, for selecting actions from large discrete action sets. The process involves receiving a particular observation that represents a specific state of an environment. It includes selecting an action from a discrete set of actions to be performed by an agent interacting with the environment. The method consists of processing the observation using an actor policy network to generate an ideal point, determining the k nearest points to this ideal point, and processing each nearest point along with the observation using a Q network to generate respective Q values for the actions represented by the nearest points. Ultimately, the action to be performed by the agent is selected based on these Q values.

Career Highlights

Coppin has worked with prominent companies such as DeepMind Technologies Limited and Google Inc. His experience in these leading organizations has allowed him to refine his skills and contribute to groundbreaking projects in artificial intelligence and machine learning.

Collaborations

Throughout his career, Benjamin Kenneth Coppin has collaborated with notable individuals in the tech industry, including Mustafa Suleyman and Arun Sarath Nair. These collaborations have further enhanced his innovative capabilities and expanded his influence in the field.

Conclusion

Benjamin Kenneth Coppin is a distinguished inventor whose work in reinforcement learning has paved the way for advancements in technology. His patents and collaborations reflect his commitment to innovation and excellence in the field.