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FRFraunhofer-Gesellschaft

Master Thesis - Reinforcement Learning for wheeled, bipedal robots(m/w/x)

Stuttgart
Full-timeInternshipOn-site
AI/ML

Designing NVIDIA Isaac Sim environment for wheeled, bipedal robots, developing RL algorithms for hybrid locomotion at research organization with 76 institutes. Valid enrollment at German university and Reinforcement Learning experience required. Hands-on robot experience, plus Cake Thursday.

Requirements

  • Field of study in automation technology, electrical engineering, computer science, cybernetics, aerospace engineering, mechanical engineering, mathematics, mechatronics, physics, control engineering, software design, software engineering, technical computer science, or comparable
  • Valid enrollment at a German university/Hochschule
  • Background in Computer Science, Software Engineering, Mechanical Engineering, Mechatronics, or similar
  • Experience with Reinforcement Learning
  • Experience with Physic Engines
  • Experience with NVIDIA Isaac Sim and Isaac Lab
  • Experience with ROS
  • Analytical mindset
  • Enthusiasm for mobile robotics
  • Fluency in English or German

Tasks

  • Design a simulation environment for a wheeled, bipedal robot in NVIDIA Isaac Sim
  • Ensure realistic physics for hybrid locomotion
  • Develop and train reinforcement learning algorithms for hybrid locomotion tasks
  • Implement transitions between locomotion modes
  • Balance the robot on uneven terrain
  • Compare simulated behavior with real-world performance of the bipedal robot

Education

  • Currently in higher education

Languages

  • EnglishBusiness Fluent
  • GermanBusiness Fluent

Tools & Technologies

  • NVIDIA Isaac Sim
  • Isaac Lab
  • ROS

Benefits

Other Benefits

  • Hands-on experience with robots

Informal Culture

  • Familiar atmosphere

Snacks & Drinks

  • Cake Thursday
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