Company Filing History:
Years Active: 2022-2024
Title: **Innovator Spotlight: Tingnan Zhang**
Introduction
Tingnan Zhang is a notable inventor based in Sunnyvale, California. With a focus on advanced robotics and machine learning, Zhang holds two patents that contribute significantly to the field of agent navigation and robot locomotion. His innovative approaches utilize decoupled machine learning models to enhance robotic performance.
Latest Patents
Zhang's latest patents demonstrate his pioneering work in developing systems for robots. The first patent, titled "Systems and methods for learning agile locomotion for multiped robots," outlines a sophisticated framework for training and utilizing a machine learning model to control the locomotion of robots. This model is designed to be decoupled into an open-loop component and a feedback component, allowing users to input reference trajectories, such as a symmetric sine curve.
The second patent, "Systems and methods for training a machine learned model for agent navigation," details a computer-implemented method for training machine-learned models. This involves using a feature disentanglement model to process input images and produce reconstructed frames based on location and perspective orientation. This innovative process allows for adjusting model parameters for greater accuracy in navigation tasks.
Career Highlights
Tingnan Zhang is currently employed at Google Inc., where he applies his expertise in robotics and machine learning. His work significantly influences the development of intelligent systems capable of sophisticated locomotion and navigation.
Collaborations
Throughout his career, Zhang has collaborated with several talented individuals in the field. Notably, he works alongside Jie Tan and Sehoon Ha, contributing to innovative projects and advancing technological breakthroughs in robotics.
Conclusion
Tingnan Zhang's contributions to robotics and machine learning through his patents are shaping the future of agile locomotion and intelligent agent navigation. His work at Google Inc. and collaborations with his fellow innovators reflect a dedication to pushing the boundaries of technology and enhancing robotic capabilities.