Company Filing History:
Years Active: 2025
Title: The Innovations of Karen Yan Ming Leung
Introduction
Karen Yan Ming Leung is a notable inventor based in Los Altos, California. He has made significant contributions to the field of autonomous vehicles through his innovative patents. With a total of 2 patents, Leung's work focuses on enhancing safety and efficiency in machine operations.
Latest Patents
One of Leung's latest patents is titled "Learning autonomous vehicle safety concepts from demonstrations." This invention involves learning control policies for agents navigating through environments based on demonstrations. The control policy maps joint states to control actions, allowing for the evaluation of potential collisions between entities. This technology aims to improve the safety of autonomous vehicles by determining control operations based on environmental states.
Another significant patent is "Task-relevant failure detection for trajectory prediction in machines." This invention evaluates cost probability distributions related to the predicted locations of objects and machines in an environment. By comparing observed costs to threshold values, the technology ensures reliable anomaly detection, which can enhance the planning cycles of motion planners in machines.
Career Highlights
Karen Yan Ming Leung is currently employed at Nvidia Corporation, a leading company in the field of graphics processing and artificial intelligence. His work at Nvidia focuses on developing advanced technologies that contribute to the safety and efficiency of autonomous systems.
Collaborations
Leung collaborates with talented individuals such as Sushant Veer and Marco Pavone. These collaborations foster innovation and drive advancements in the field of autonomous vehicle technology.
Conclusion
Karen Yan Ming Leung's contributions to the field of autonomous vehicles through his patents demonstrate his commitment to innovation and safety. His work at Nvidia Corporation and collaborations with other experts further enhance the impact of his inventions.