Company Filing History:
Years Active: 2020-2024
Title: Meire Fortunato: Innovator in Neural Network Technologies
Introduction
Meire Fortunato is a prominent inventor based in London, GB, known for her significant contributions to the field of artificial intelligence and neural networks. With a total of four patents to her name, she has made remarkable strides in developing innovative methods and systems that enhance the capabilities of reinforcement learning agents.
Latest Patents
Fortunato's latest patents include groundbreaking work on "Noisy neural network layers with noise parameters." This invention involves methods, systems, and apparatus for selecting actions to be performed by a reinforcement learning agent. The process includes obtaining observations that characterize the current state of an environment and determining noise values for each layer parameter of the neural network. The network processes inputs using these noisy values to generate outputs that guide the agent's actions.
Another notable patent is focused on "Training neural networks using posterior sharpening." This method outlines a systematic approach to training neural networks by maintaining data that specifies current values of distribution parameters for network parameters. The training process involves updating these values based on temporary gradient values, ultimately leading to improved performance of the neural network.
Career Highlights
Meire Fortunato is currently employed at DeepMind Technologies Limited, a leading company in artificial intelligence research and development. Her work at DeepMind has positioned her as a key player in advancing neural network technologies and their applications in various domains.
Collaborations
Throughout her career, Fortunato has collaborated with notable colleagues, including Charles Blundell and Oriol Vinyals. These collaborations have further enriched her research and contributed to the innovative projects she has undertaken.
Conclusion
Meire Fortunato's contributions to neural network technologies exemplify her dedication to advancing artificial intelligence. Her innovative patents and work at DeepMind Technologies Limited highlight her role as a leading inventor in the field.