Chih-Hung Yeh

Title: Chih-Hung Yeh: Innovator in Autonomous Device Behavior

Introduction

Chih-Hung Yeh is a notable inventor based in Alameda, CA, who has made significant contributions to the field of autonomous devices. With a total of 4 patents to his name, Yeh's work focuses on enhancing the understanding and functionality of autonomous systems.

Latest Patents

Yeh's latest patents include innovative techniques for evaluating decisions made by autonomous devices. One of his patents describes a device that utilizes a memory and processor to assess behavioral changes in autonomous systems. This device can store observational state data and action data, allowing it to identify inflection points that represent shifts in behavior. Furthermore, it generates explanatory data that clarifies the reasons behind these behavioral changes.

Another significant patent involves training machine learning models to perform actions within various environments. This technique utilizes declarative statements to select templates for generating synthetic training episodes. By combining synthetic and experiential training episodes, the machine learning model is trained to optimize its actions based on past experiences and predefined templates.

Career Highlights

Chih-Hung Yeh is currently employed at SRI International, where he continues to push the boundaries of technology in autonomous systems. His work has been instrumental in developing methods that enhance the decision-making capabilities of autonomous devices.

Collaborations

Yeh collaborates with esteemed colleagues such as Karen L. Myers and Melinda Gervasio, contributing to a dynamic research environment that fosters innovation and creativity.

Conclusion

Chih-Hung Yeh's contributions to the field of autonomous devices exemplify the impact of innovative thinking in technology. His patents not only advance the understanding of autonomous behavior but also pave the way for future developments in machine learning and artificial intelligence.