Taylor Paul Spangler

Title: Innovations by Taylor Paul Spangler

Introduction

Taylor Paul Spangler is an accomplished inventor based in Kirkland, WA (US). He holds a total of 3 patents and has made significant contributions to the field of automated software testing. His work focuses on developing innovative technologies that enhance the efficiency and effectiveness of software testing processes.

Latest Patents

One of his notable patents is for an automated software testing platform that operates in an undefined action space. This technology begins with an undefined action space and learns about it through random exploration. It communicates both the actions taken during testing and the resulting states to a centralized testing service. Additionally, it mines action telemetry data and state telemetry data to identify action patterns that yield desired results. Once multiple action patterns are identified, testing can be divided into random test mode, replay test mode, and pioneering test mode.

Another significant patent involves an automated software testing platform that utilizes reinforcement learning. This technology enables quality testing even when specific paths to complete tasks are not provided. The reinforcement-learning agent learns which sequences of actions generate the most rewards based on observed states and rewards from the environment. In this context, the state can represent user interface features, while actions correspond to interactions with these elements. The system can recognize when a desired state is achieved by comparing a new state to established reward criteria.

Career Highlights

Taylor Paul Spangler is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the realm of software testing technologies. His work has been instrumental in advancing automated testing methodologies, making significant impacts in the software development industry.

Collaborations

Throughout his career, Taylor has collaborated with notable colleagues, including Steve K Lim and Levent Ozgur. These collaborations have further enriched his work and contributed to the development of cutting-edge technologies in software testing.

Conclusion

Taylor Paul Spangler is a prominent inventor whose contributions to automated software testing have paved the way for more efficient testing processes. His innovative patents reflect his commitment to advancing technology in the software industry.