Company Filing History:
Years Active: 2022-2024
Title: Innovations of Julian Schrittwieser
Introduction
Julian Schrittwieser is a notable inventor based in London, GB. He has made significant contributions to the field of artificial intelligence, particularly in the development of neural networks. With a total of 3 patents to his name, his work continues to influence advancements in technology.
Latest Patents
One of Julian's latest patents is titled "Training action selection neural networks using look-ahead search." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for training an action selection neural network. The method involves receiving an observation that characterizes the current state of the environment. It determines a target network output for the observation by performing a look-ahead search of possible future states of the environment, starting from the current state until it reaches a possible future state that satisfies one or more termination criteria. The look-ahead search is guided by the neural network in accordance with current values of the network parameters. Subsequently, an action is selected to be performed by the agent in response to the observation using the target network output generated by the look-ahead search. Finally, the target network output is stored in an exploration history data store in association with the observation for use in updating the current values of the network parameters.
Career Highlights
Julian Schrittwieser is currently employed at DeepMind Technologies Limited, where he continues to push the boundaries of artificial intelligence research. His work at DeepMind has positioned him as a key player in the field, contributing to various innovative projects.
Collaborations
Throughout his career, Julian has collaborated with esteemed colleagues such as Karen Simonyan and David Silver. These collaborations have further enhanced his research and development efforts in neural networks and artificial intelligence.
Conclusion
Julian Schrittwieser is a prominent inventor whose work in neural networks has led to significant advancements in artificial intelligence. His innovative patents and contributions to DeepMind Technologies Limited highlight his impact on the field.