Company Filing History:
Years Active: 2025
Title: Yuhang Ma: Innovator in Autonomous Vehicle Technology
Introduction
Yuhang Ma is a prominent inventor based in Pittsburgh, PA, specializing in the field of autonomous vehicle technology. With a focus on enhancing the performance and safety of autonomous systems, he has made significant contributions through his innovative patents. Yuhang holds 2 patents that reflect his expertise and commitment to advancing this cutting-edge technology.
Latest Patents
Yuhang Ma's latest patents include groundbreaking work on metrics for evaluating autonomous vehicle performance. This patent introduces systems and methods for generating performance metrics that assess a machine-learning object prediction model against various potential trajectories of an autonomous vehicle. The performance metrics consist of an avoidance metric, which quantifies the probability of an autonomous vehicle reaching a region occupied by an object, and an availability metric, which measures the likelihood of an object not being located within a specific area.
Another notable patent focuses on autonomous vehicle motion planning. This method involves obtaining context data about the environment surrounding an autonomous vehicle, generating candidate trajectories and actor forecasts, and ranking these trajectories to control the vehicle's motion effectively. The innovative approach utilizes machine-learned models to enhance decision-making processes in real-time scenarios.
Career Highlights
Yuhang Ma is currently employed at Aurora Operations, Inc., where he continues to develop and refine technologies that push the boundaries of autonomous vehicle capabilities. His work is instrumental in shaping the future of transportation, making it safer and more efficient.
Collaborations
Yuhang collaborates with J Andrew Bagnell, a fellow innovator in the field. Together, they work on projects that aim to improve the functionality and reliability of autonomous systems.
Conclusion
Yuhang Ma's contributions to autonomous vehicle technology through his patents and collaborative efforts highlight his role as a key innovator in the industry. His work not only advances the field but also sets the stage for future developments in autonomous transportation.