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Master Thesis Student Imitation Learning in Driving Simulation(m/w/x)
Developing and applying imitation learning approaches for agent modeling in driving simulation. Advanced knowledge of deep learning and Autograd tools required. Flexible working hours, comprehensive mentoring.
Requirements
- Studies in computer science, electrical engineering, AI, mathematics, or related field
- Excellent programming skills in C/C++ and Python
- Advanced knowledge of deep learning and imitation learning, and Autograd tools (PyTorch, TensorFlow, Jax, etc.)
- Structured work style and analytical thinking
- Teamwork and communication skills
- Fluent German or good English skills
Tasks
- Support interaction and data collection in driving simulation
- Visualize and analyze collected datasets
- Prepare datasets for training pipelines
- Develop and apply existing and new imitation learning approaches
- Model and train neural networks
- Transfer AI approaches to the virtual world
- Support data-driven development in driving simulation
- Collaborate with subject matter experts
Education
- Bachelor's degree
Languages
- German – Native
- English – Business Fluent
Tools & Technologies
- C/C++
- Python
- Deep learning
- Imitation learning
- PyTorch
- TensorFlow
- Jax
Benefits
Competitive Pay
- Attractive & fair compensation
Mentorship & Coaching
- Comprehensive mentoring & onboarding
Learning & Development
- Personal & professional development
Flexible Working
- Flexible working hours
- Mobile work
Other Benefits
- Apartments for students (Munich location)
- See bmw.jobs/whatweoffer
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Master Thesis Student Imitation Learning in Driving Simulation(m/w/x)
Developing and applying imitation learning approaches for agent modeling in driving simulation. Advanced knowledge of deep learning and Autograd tools required. Flexible working hours, comprehensive mentoring.
Requirements
- Studies in computer science, electrical engineering, AI, mathematics, or related field
- Excellent programming skills in C/C++ and Python
- Advanced knowledge of deep learning and imitation learning, and Autograd tools (PyTorch, TensorFlow, Jax, etc.)
- Structured work style and analytical thinking
- Teamwork and communication skills
- Fluent German or good English skills
Tasks
- Support interaction and data collection in driving simulation
- Visualize and analyze collected datasets
- Prepare datasets for training pipelines
- Develop and apply existing and new imitation learning approaches
- Model and train neural networks
- Transfer AI approaches to the virtual world
- Support data-driven development in driving simulation
- Collaborate with subject matter experts
Education
- Bachelor's degree
Languages
- German – Native
- English – Business Fluent
Tools & Technologies
- C/C++
- Python
- Deep learning
- Imitation learning
- PyTorch
- TensorFlow
- Jax
Benefits
Competitive Pay
- Attractive & fair compensation
Mentorship & Coaching
- Comprehensive mentoring & onboarding
Learning & Development
- Personal & professional development
Flexible Working
- Flexible working hours
- Mobile work
Other Benefits
- Apartments for students (Munich location)
- See bmw.jobs/whatweoffer
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
BMW Group
Industry
Automotive
Description
Das Unternehmen bietet spannende Praktika im Bereich Markenerlebnis und Eventmanagement und legt großen Wert auf Gleichbehandlung und Chancengleichheit.
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