M. SHIRAI
Papers
1
Total Citations
2
H-Index
1
About
Dr. M. Shirai is a pioneering researcher in human-robot collaboration and semi-autonomous systems, with a focus on designing intelligent support frameworks that balance human control with machine autonomy. Their most notable contribution is the development of a 3-D operation support system that leverages Gaussian Process Regression to assist robot manipulators in manual reaching tasks, enabling seamless overlapping interaction between human operators and automatic controllers. This work, published in 2023, addresses the critical challenge of variable autonomy—allowing the system to dynamically adjust control levels based on task complexity and user intent. While early in its citation trajectory, the paper’s innovative approach to human-robot teaming has already garnered attention for its potential to enhance precision and safety in manufacturing and surgical robotics. Dr. Shirai’s research sits at the intersection of robotics, machine learning, and human factors, offering practical solutions for real-world collaborative tasks. Their work is particularly valuable for students and researchers exploring adaptive autonomy, shared control, and the future of human-robot interaction in unstructured environments.
Research Focus
Key Achievements
Top Papers
- 1