Hiroaki Masuda
Papers
2
Total Citations
43
H-Index
2
About
Hiroaki Masuda is a leading researcher in the field of bio-inspired robotics, with a primary focus on developing anthropomorphic musculoskeletal systems that replicate the compliant, adaptive movements of living organisms. His most notable contribution is the design and construction of a 10 degrees-of-freedom robot arm driven by pneumatic artificial muscles (2018, 35 citations), which achieves human-like motion without requiring a detailed replication of human anatomy. This work demonstrates how simplified, compliant structures can yield robust and flexible robotic behavior. Masuda has also advanced the control of such complex systems through his work on a Common Dimensional Autoencoder (2019, 8 citations), which addresses the challenge of learning redundant muscle-posture mappings in highly intricate musculoskeletal robots. By enabling efficient control of both joint angle and stiffness via agonist-antagonist driving, this research bridges the gap between biological principles and practical robotic actuation. His work is foundational for students and researchers interested in soft robotics, compliant actuation, and the intersection of machine learning with physical robot design.
Research Focus
Key Achievements
Top Papers
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