Ben David Goodrich

Title: Innovations by Ben David Goodrich

Introduction

Ben David Goodrich is an accomplished inventor based in San Francisco, California. With a remarkable portfolio of seven patents, he has made significant contributions to the fields of robotics and machine learning. His innovative work demonstrates a keen understanding of technology and its applications in solving complex problems.

Latest Patents

One of Goodrich's latest patents focuses on computer-automated robot grasp depth estimation. This invention involves a computer system that trains a neural network to predict the position that a robot's end effector would reach during a grasp attempt. The training data used consists of images and end effector positions collected in a pick-and-place environment. The unique self-supervised approach ensures that end effector position labels can be recovered through forward kinematics, eliminating the need for human annotation. This system not only decreases the cost associated with data gathering but also significantly lowers the root mean squared error compared to traditional structured light sensors.

Another recent patent by Goodrich details methods, systems, and media for determining playlist title coherence and quality. This method involves generating playlist recommendations using a hardware processor that determines a playlist title, creates a byte-level representation, and computes an embedded representation. The processor then calculates a perplexity score using a trained language model, leading to insightful recommendations based on the quality of the playlist title.

Career Highlights

Goodrich has worked at several prestigious companies, including Google Inc. and Osaro, Inc. His experiences in these organizations have undoubtedly shaped his understanding of advanced technologies and fostered his innovative spirit.

Collaborations

Throughout his career, Goodrich has had the opportunity to collaborate with notable coworkers such as Noam M. Shazeer and Lukasz Mieczyslaw Kaiser. Their shared expertise and innovative ideas have contributed to the realization of impactful inventions.

Conclusion

In summary, Ben David Goodrich is a noteworthy inventor whose contributions are paving the way for advancements in robotics and machine learning. His latest patents showcase his ability to address complex challenges while also improving upon existing technologies. As he continues to innovate, his work will undoubtedly inspire future generations of inventors and researchers.