Company Filing History:
Years Active: 2021-2026
Title: Katja Hofmann: Innovator in Information Retrieval and Reinforcement Learning
Introduction
Katja Hofmann is a prominent inventor based in Cambridge, GB. She has made significant contributions to the fields of information retrieval and reinforcement learning. With a total of 5 patents, her work has garnered attention for its innovative approaches and practical applications.
Latest Patents
Hofmann's latest patents include an information retrieval system that utilizes a memory to store an index of items, each characterized by various features. This system is designed to enhance the efficiency of information retrieval by selecting questions based on expected information gain. Another notable patent is her work on a generalized reinforcement learning agent, which incorporates a memory storing a reinforcement learning policy. This apparatus features an optimization component and a data collection component, allowing for a sophisticated reinforcement learning process that updates policies based on observed values.
Career Highlights
Katja Hofmann is currently employed at Microsoft Technology Licensing, LLC, where she continues to push the boundaries of technology through her research and inventions. Her work has not only advanced theoretical knowledge but also provided practical solutions in the tech industry.
Collaborations
Hofmann collaborates with talented individuals such as Sam Michael Devlin and Maximilian Igl, contributing to a dynamic and innovative work environment.
Conclusion
Katja Hofmann's contributions to information retrieval and reinforcement learning exemplify her role as a leading inventor in the technology sector. Her patents reflect a commitment to advancing knowledge and creating impactful solutions.