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BOBosch Group

Master Thesis Bridging the Gap between Reinforcement Learning & E2E Driving(m/w/x)

Renningen
Full-timeInternshipOn-site
AI/ML
Data Science

Bridging RL simulation and E2E driving for autonomous vehicles. Master's degree in CS/EE with Robotics/ML focus required. Collaboration with engineers and researchers.

Requirements

  • Master's in Computer Science, Electrical Engineering, or comparable with Robotics/ML focus and very good grades
  • Reading research papers and programming experience for ML applications
  • Willingness to learn and dive into ML research and autonomous driving
  • Eagerness to publish novel contributions
  • Very good English

Tasks

  • Collaborate with engineers and researchers
  • Bridge RL simulation and E2E driving
  • Understand training strategy properties
  • Develop novel models and policies
  • Engineer high-performance software
  • Conduct experiments and analyze data
  • Identify areas for improvement
  • Optimize model accuracy and reliability
  • Stay updated on autonomous driving advancements
  • Contribute innovative ideas
  • Document findings for publication
  • Work on open-source benchmarks and datasets

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • Pytorch
  • Tensorflow
  • JAX
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