Company Filing History:
Years Active: 2023
Title: Steven James Kapturowski: Innovator in Action Selection Neural Networks
Introduction
Steven James Kapturowski is a notable inventor based in St. Albans, GB. He has made significant contributions to the field of artificial intelligence, particularly in the development of action selection neural networks. His innovative work has led to the filing of a patent that showcases his expertise and creativity in this domain.
Latest Patents
Kapturowski holds a patent titled "Jointly learning exploratory and non-exploratory action selection policies." This patent encompasses methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an action selection neural network. The network is designed to select actions performed by an agent interacting with an environment. The method involves receiving an observation that characterizes the current state of the environment, processing this observation along with an exploration importance factor, and generating an action selection output. The agent then selects an action based on this output, determines an exploration reward, and calculates an overall reward to train the neural network using a reinforcement learning technique.
Career Highlights
Kapturowski 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 advancement of intelligent systems that can learn and adapt to their environments.
Collaborations
Some of Kapturowski's notable coworkers include Adrià Puigdomènech Badia and Pablo Sprechmann. Their collaborative efforts contribute to the innovative projects at DeepMind, enhancing the development of cutting-edge technologies.
Conclusion
Steven James Kapturowski is a prominent inventor whose work in action selection neural networks exemplifies the intersection of technology and innovation. His contributions to the field are paving the way for future advancements in artificial intelligence.