Quadruped Robot with Tensegrity Joints actuated via Pneumatic Artificial Muscles

Saturday, Jun 1, 2024 | 1 minute read

Tensegrity Pneumatic Soft Actuators Mujoco RL with Gymnasium, 3D Printing
| Updated at Sunday, Nov 9, 2025

Quadruped Robot with Tensegrity Joints actuated via Pneumatic Artificial Muscles

The design of a quadruped robot with tensegrity joints and McKibbens artificial muscles is a complex challenge, as it involves the intricate task of designing a multi-axis compliant joint integrated with compliant actuation. Analytical resolutions, simulations, and real-world measurement were necessary to solve this complex design problem. The demonstrator itself was first tested in Mujoco simulation before actually building it.

It was possible to eliminate the need for antagonistic pairs of muscles thanks to the introduction of a restoring force in every joint, hence reducing by a factor of two the number of actuators when compared with the antagonistic approach, eventually making the robot lighter. The pneumatic actuators are controlled by onboard valves and a microcontroller. The tensegrity joints are an assembly of 3d printed thermoplastic polyurethane and 3d printed PETG.

Thanks to the joints’ restoring force, the quadruped has the ability to stand by itself without active actuator control. This follows the idea of a compliant quadruped robot with minimal sensory feedback. So far, the robot has been shown to be capable of walking forward in simulation and on a flat surface with the demonstrator (while being supported by a rail).

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Who I am

My name is Antoine Martin (aka martantoine).

Originaly from France, studies and work brought me so far to many places, namely:

  • San Francisco - Bay Area, USA πŸ‡ΊπŸ‡Έ
    • Master thesis then full time Robotics Engineer
    • since March 2025
  • Eindhoven, Netherlands πŸ‡³πŸ‡±
    • Software Engineer intern @ ASML - 2024-2025 (6 months)
  • Lausanne, Switzerland πŸ‡¨πŸ‡­
    • BSc MicroEngineering @ EPFL - 2022
    • MSc Robotics @ EPFL - 2025

French πŸ‡«πŸ‡· and Australian πŸ‡¦πŸ‡Ί citizenship

Area of expertise

My main area of expertise is in:

  • Embedded system software (C/C++, RTOS)
  • Robots control (MPC, RL)

In addition to my main set of skills cited earlier, I have developped secondaries skills (required to have a robot that actually works):

  • PCB design and fabrication
  • Manufacturing using lathe, milling machine, 3d printer, laser cutters
  • CAD and FEA (SolidWorks, Catia V5, Inventor, Fusion360)
  • Desktop software with functional GUI