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Industrial PhD Position – Reinforcement Learning for Wearable Robotics

On-site in Barcelona·Added 13 days ago (last checked 7 Oct)

Overview

Work mode
On-site, Barcelona
English
Required
Education
Master's degree

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Skills

Pay & benefits

What you'll get

  • A fully industrial research environment developing a commercial medical robot
  • Joint supervision by ABLE Human Motion and IRI (CSIC-UPC)
  • Opportunity to publish in top robotics and AI conferences and journals
  • Direct access to commercial robotic exoskeletons for experimental validation
  • State-of-the-art simulation and computing infrastructure
  • International multidisciplinary team
  • Competitive salary according to the Industrial Doctorate programme

The role

Location: Barcelona, Spain (Expected start in 2027)

Academic partner: Institut de Robòtica i Informàtica Industrial (IRI, CSIC-UPC)

Duration: 4 years (Industrial PhD - subject to funding approval through the Spanish Industrial Doctorates programme)

About Us: ABLE Human Motion develops next-generation robotic exoskeletons to improve gait rehabilitation for people with neurological impairments. The ABLE Exoskeleton is a CE-marked medical device already deployed in rehabilitation hospitals across Europe, providing a unique opportunity to develop and validate cutting-edge robotics algorithms on a real clinical product.

Research project

We are seeking an outstanding PhD candidate to develop the next generation of intelligent control algorithms for lower-limb robotic exoskeletons using Reinforcement Learning.

The project will be carried out jointly between ABLE Human Motion and the Institut de Robòtica i Informàtica Industrial (IRI CSIC-UPC), one of Europe's leading robotics research institutes.

The objective is to develop adaptive locomotion and navigation algorithms capable of operating safely in both structured clinical environments and unstructured real-world settings.

Research topics include:

  • Reinforcement Learning for locomotion control
  • Safe Reinforcement Learning for physical human-robot interaction
  • Sim-to-real transfer
  • Human intention detection
  • Adaptive gait assistance
  • Robot navigation and obstacle avoidance
  • Biomechanical modelling of human-exoskeleton interaction

The developed algorithms will be validated both in simulation and on commercial robotic exoskeletons with real users.

Candidate profile

We are looking for highly motivated candidates with:

  • MSc in Robotics, Artificial Intelligence, Computer Science, Control Engineering, Mechanical Engineering or related fields
  • Strong programming skills (Python and C++)
  • Experience with Reinforcement Learning or Machine Learning
  • Robotics background, especially in motion control techniques such as optimal control or motion planning.
  • Experience with ROS/ROS2 is highly valued
  • Experience with simulation environments (Isaac Sim, MuJoCo or similar) is a plus
  • Strong mathematical background
  • Excellent English communication skills

Why join us?

Unlike many academic projects that stop at simulation, your research will be integrated into a real medical device used daily by patients in rehabilitation hospitals.

You will work at the intersection of reinforcement learning, wearable robotics, biomechanics and medical technology, contributing to the next generation of intelligent assistive robots with real clinical impact.

Hiring process

How to Apply? Send an email to hello@ablehumanmotion.com attaching your CV with the subject "PhD Reinforcement Learning".

About ABLE Human Motion

ABLE Human Motion is a medical device company specializing in the design, manufacture, and commercialization of robotic exoskeletons. These devices are intended to enhance mobility, health, and quality of life for individuals with disabilities, particularly those with spinal cord injuries. The company operates within the medical robotics industry, focusing on innovative solutions for rehabilitation and mobility assistance.

Industry
Medical Robotics
Founded
2018
Headquarters
Barcelona, Spain
In Spain
Barcelona

Good to know if you are moving

  • ABLE Human Motion is headquartered in Barcelona, Spain, making it a local employer with a strong presence in the region.
  • The company focuses on medical robotics, specifically the design and manufacture of exoskeletons for rehabilitation.
  • ABLE Human Motion values inclusivity, diversity, and innovation, which are reflected in their product development and company culture.
  • The company has a mission to make exoskeleton technology accessible and usable for a wide range of patients.
  • ABLE Human Motion is certified with ISO-13485, ensuring high standards in the manufacturing of their medical devices.
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