Ziyu Wang

Title: Ziyu Wang: Innovator in Neural Network Technologies

Introduction

Ziyu Wang is a prominent inventor based in St. Albans, GB. He has made significant contributions to the field of neural networks, holding a total of 8 patents. His work focuses on advancing methods and systems that enhance the capabilities of artificial intelligence.

Latest Patents

Wang's latest patents include "Training action selection neural networks using off-policy actor critic reinforcement learning" and "stochastic dueling neural networks." These patents describe methods, systems, and apparatuses, including computer programs encoded on a computer storage medium, for training action selection neural networks. One of the methods involves maintaining a replay memory that stores trajectories generated from the interaction of an agent with an environment. The training process includes sampling a trajectory from the replay memory and adjusting the current values of policy parameters using an off-policy actor critic reinforcement learning technique. Another notable patent is "Iterative multiscale image generation using neural networks," which outlines a method for generating high-resolution output images by upscaling low-resolution versions through a series of convolutional neural networks.

Career Highlights

Ziyu Wang is currently employed at DeepMind Technologies Limited, where he continues to innovate in the field of artificial intelligence. His work has been instrumental in developing advanced neural network techniques that push the boundaries of what is possible in machine learning.

Collaborations

Wang collaborates with notable colleagues, including Joao Ferdinando Gomes De Freitas and Sergio Gomez Colmenarejo. Their combined expertise contributes to the innovative projects at DeepMind Technologies Limited.

Conclusion

Ziyu Wang's contributions to neural network technologies exemplify the impact of innovation in artificial intelligence. His patents and ongoing work at DeepMind Technologies Limited highlight his role as a leading inventor in this rapidly evolving field.