Richard Andrew Evans

Title: The Innovations of Richard Andrew Evans

Introduction

Richard Andrew Evans is a notable inventor based in London, GB, recognized for his significant contributions in the fields of protein structure prediction and reinforcement learning. With a total of five patents to his name, Evans is making strides in technological advancements, particularly through his work at DeepMind Technologies Limited.

Latest Patents

Among his latest patents, one focuses on "Protein structure prediction from amino acid sequences using self-attention neural networks." This innovative method encompasses systems and apparatuses designed to predict the structure of proteins based on their amino acid sequences. The process involves obtaining a multiple sequence alignment, determining initial embeddings for pairs of amino acids, and utilizing a pair embedding neural network with self-attention layers to arrive at a final predicted structure.

Another recent patent addresses "Selecting actions from large discrete action sets using reinforcement learning." This invention includes methods for selecting actions that an agent can perform based on observations of an environment. The process entails using an actor policy network to generate an ideal point and determining the nearest points to this ideal point from a discrete set of actions, ultimately selecting the most appropriate action based on Q values generated by a Q network.

Career Highlights

Evans' innovative journey is marked by his role at DeepMind Technologies Limited, where he leverages his expertise to develop algorithms that push the boundaries of artificial intelligence. His work is pivotal in integrating complex computational techniques with real-world applications in computational biology and machine learning.

Collaborations

Working alongside accomplished colleagues such as Gabriel Dulac-Arnold and Benjamin Kenneth Coppin, Evans engages in collaborative efforts that enhance the quality and scope of research across various projects within the company. These collaborations underscore the importance of teamwork in driving innovative solutions in technology and research.

Conclusion

Richard Andrew Evans embodies the spirit of innovation through his groundbreaking patents and contributions to artificial intelligence and computational biology. As he continues to work at DeepMind Technologies Limited, Evans remains a pivotal figure in the evolution of modern technology, inspiring future generations of inventors and researchers. His achievements not only contribute to scientific understanding but also pave the way for practical applications in diverse fields.