Company Filing History:
Years Active: 2022-2024
Title: Pushmeet Kohli: Innovator in Neural Network Systems
Introduction
Pushmeet Kohli is a prominent inventor based in London, GB. He has made significant contributions to the field of artificial intelligence, particularly in the development of neural network systems. With a total of 4 patents to his name, Kohli continues to push the boundaries of innovation in technology.
Latest Patents
One of Kohli's latest patents is titled "Deep neural network system for similarity-based graph representations." This invention describes a neural network system implemented by one or more computers for determining graph similarity. The system comprises one or more neural networks configured to process an input graph to generate a node state representation vector for each node and an edge representation vector for each edge of the input graph. It further processes these vectors to generate a vector representation of the input graph and determines a similarity score for two graphs based on their vector representations.
Another notable patent is "Action selection using interaction history graphs." This invention includes methods, systems, and apparatus for selecting actions to be performed by an agent interacting with an environment. The method involves obtaining a graph of nodes and edges that represents the agent's interaction history, generating an encoded representation of this graph, and using an action selection neural network to determine the best action for the agent.
Career Highlights
Pushmeet Kohli is currently employed at DeepMind Technologies Limited, a leading company in artificial intelligence research. His work at DeepMind focuses on advancing the capabilities of neural networks and their applications in various fields.
Collaborations
Kohli has collaborated with notable colleagues, including Yujia Li and Chenjie Gu, who share his passion for innovation in artificial intelligence.
Conclusion
Pushmeet Kohli is a distinguished inventor whose work in neural network systems has the potential to revolutionize how we understand and interact with technology. His contributions continue to inspire advancements in artificial intelligence and machine learning.