Zhaohan Guo

Title: Zhaohan Guo: Innovator in Action Selection Neural Networks

Introduction

Zhaohan Guo is a prominent inventor based in London, GB. He has made significant contributions to the field of artificial intelligence, particularly in the development of action selection neural networks. His innovative work has led to the filing of a patent that showcases his expertise and creativity in this area.

Latest Patents

Zhaohan Guo holds a patent titled "Jointly learning exploratory and non-exploratory action selection policies." This patent encompasses methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an action selection neural network. The network is designed to select actions performed by an agent interacting with an environment. The method involves receiving an observation that characterizes the current state of the environment, processing this observation along with an exploration importance factor, and generating an action selection output. The agent then selects an action based on this output, determines an exploration reward, and calculates an overall reward to train the action selection neural network using a reinforcement learning technique.

Career Highlights

Zhaohan Guo is currently employed at DeepMind Technologies Limited, a leading company in artificial intelligence research. His work at DeepMind has positioned him at the forefront of AI innovation, contributing to advancements that have the potential to transform various industries.

Collaborations

Zhaohan has collaborated with notable colleagues, including Adrià Puigdomènech Badia and Pablo Sprechmann. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.

Conclusion

Zhaohan Guo's contributions to the field of action selection neural networks exemplify his innovative spirit and dedication to advancing artificial intelligence. His patent and work at DeepMind Technologies Limited highlight his role as a key player in the ongoing evolution of AI technologies.