Location History:
- Montreal, CA (2022 - 2023)
- Quebec, CA (2024)
Company Filing History:
Years Active: 2022-2024
Title: David Constantine Patrick Warde-Farley: Innovator in Neural Network Control
Introduction
David Constantine Patrick Warde-Farley is a prominent inventor based in Montreal, Canada. He has made significant contributions to the field of artificial intelligence, particularly in the development of methods for controlling agents using neural networks. With a total of three patents to his name, Warde-Farley is recognized for his innovative approaches to machine learning and reinforcement learning.
Latest Patents
Warde-Farley's latest patents include "Controlling agents using amortized Q learning" and "Unsupervised control using learned rewards." The first patent outlines methods, systems, and apparatus for training a neural network system that controls an agent interacting with an environment. This involves processing current observations and generating proposal outputs to define a probability distribution over possible actions. The second patent focuses on selecting actions for an agent based on observations of the current and goal states of the environment, utilizing a reward subsystem and reinforcement learning techniques.
Career Highlights
David Warde-Farley is currently employed at DeepMind Technologies Limited, where he continues to push the boundaries of artificial intelligence research. His work has been instrumental in advancing the understanding of how agents can learn and adapt to their environments through innovative neural network techniques.
Collaborations
Warde-Farley has collaborated with notable colleagues in the field, including Volodymyr Mnih and Tom Van De Wiele. These collaborations have further enriched his research and contributed to the development of cutting-edge technologies in artificial intelligence.
Conclusion
David Constantine Patrick Warde-Farley is a key figure in the realm of neural network control and artificial intelligence. His patents and ongoing work at DeepMind Technologies Limited highlight his commitment to innovation and excellence in the field.