Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. Behaviour Range Optimization of the Dexterous Robotic Open Parametric Hand
 
conference paper

Behaviour Range Optimization of the Dexterous Robotic Open Parametric Hand

Carlet, Robin  
•
Gilday, Kieran  
•
Hughes, Josie  
April 22, 2025
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)

Embodied intelligence could grant soft, robotic manipulators with increased performance in adaptability and dexterity. However, we currently have a lack of tools for the forward design of finger behaviours with high-dimensional morphology. We take an open-source parametric hand design, which mimicks the degrees of freedom and tendon routing of a human hand, as the basis for morphology and behaviour exploration. Then, through simplified modeling and behaviour classification, we explore 60000 simulated designs, verify 10 fingers with rapid manufacturing, and compare 3 complete anthropomorphic hands which leverage selected finger designs. For initial exploration of desireable behaviours, we evaluate two optimizations, reaction behaviour diversity and dynamic stiffness range, leading to real-world grasping force improvements and bias towards different manipulation behaviours such as pinching or tactile exploration. Overall, the kinematic model, behaviour analysis, and rapid real world testing through parametric design offers a promising platform for furthering our understanding of designing exploitable and adaptive behaviour during dexterous manipulation.

  • Details
  • Metrics
Type
conference paper
DOI
10.1109/robosoft63089.2025.11020976
Author(s)
Carlet, Robin  

École Polytechnique Fédérale de Lausanne

Gilday, Kieran  

EPFL

Hughes, Josie  

EPFL

Date Issued

2025-04-22

Publisher

IEEE

Published in
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)
DOI of the book
10.1109/RoboSoft63089.2025
Start page

1

End page

7

Subjects

Hands

•

Morphology

•

Kinematics

•

Soft robotics

•

Routing

•

Manufacturing

•

Optimization

•

Manipulator dynamics

•

Testing

•

Tendons

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CREATE-LAB  
Event nameEvent acronymEvent placeEvent date
2025 IEEE 8th International Conference on Soft Robotics (RoboSoft)

Lausanne, Switzerland

2025-04-22 - 2025-04-26

Available on Infoscience
June 6, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/251110
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés