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Takahiro Hattori

3 accepted papers

2026

PIMBS: Efficient Body Schema Learning for Musculoskeletal Humanoids with Physics-Informed Neural Networks

ICRA 2026poster

Musculoskeletal humanoids are robots that closely mimic the human musculoskeletal system, offering various advantages such as variable stiffness control, redundancy, and flexibility. However, their body structure is complex, and muscle paths often significantly deviate from geometric models. To addr…

2025

KLEIYN : A Quadruped Robot with an Active Waist for Both Locomotion and Wall Climbing

IROS 2025

In recent years, advancements in hardware have enabled quadruped robots to operate with high power and speed, while robust locomotion control using reinforcement learning (RL) has also been realized. As a result, expectations are rising for the automation of tasks such as material transport and expl

Cited by 3SourceScholar
2025

PIMBS: Efficient Body Schema Learning for Musculoskeletal Humanoids With Physics-Informed Neural Networks

RA-L 2025

Musculoskeletal humanoids are robots that closely mimic the human musculoskeletal system, offering various advantages such as variable stiffness control, redundancy, and flexibility. However, their body structure is complex, and muscle paths often significantly deviate from geometric models. To addr

Cited by 0SourceScholar