Location History:
- Standard, CA (US) (2021)
- Stanford, CA (US) (2021 - 2023)
Company Filing History:
Years Active: 2021-2023
Title: Innovations of Eric Anthony Mitchell
Introduction
Eric Anthony Mitchell is a prominent inventor based in Stanford, California. He has made significant contributions to the field of technology, holding a total of five patents. His work primarily focuses on advanced algorithms and neural networks, which have applications in various domains.
Latest Patents
One of his latest patents is titled "Apparatus for Q-learning for continuous actions with cross-entropy guided policies and method thereof." This invention involves an apparatus designed to perform continuous actions by utilizing a cross-entropy guided policy neural network. The apparatus includes a memory for storing instructions and a processor that executes these instructions to obtain the first action of an agent based on its current state. The neural network is trained using a cross-entropy method policy neural network to derive a second action based on the agent's input state.
Another notable patent is the "Method and apparatus for three-dimensional (3D) object and surface reconstruction." This invention provides a method for reconstructing a 3D object using a first neural network to obtain mapping function weights based on a 2D image feature vector. The second neural network then uses these weights to derive 3D point coordinates and geodesic lifting coordinates corresponding to the sampled points in the 3D object.
Career Highlights
Eric currently works at Samsung Electronics Co., Ltd., where he continues to innovate and develop cutting-edge technologies. His expertise in neural networks and machine learning has positioned him as a valuable asset in the tech industry.
Collaborations
Throughout his career, Eric has collaborated with notable colleagues, including Daniel Dongyuel Lee and Volkan Isler. These collaborations have further enhanced his research and development efforts.
Conclusion
Eric Anthony Mitchell is a distinguished inventor whose work in neural networks and algorithms has led to significant advancements in technology. His contributions continue to shape the future of innovation in the tech industry.