Algorithms and Systems for Autonomous Vehicles 7.5 credits

About the course

Autonomous vehicles can be about cars, trucks, drones, or different types of special vehicles, such as mobile robots. The development of autonomous vehicles can lead to changes in several industries in the not so distant future. An autonomous vehicle is equipped with built-in processors and sensors that can detect the environment, perform sensor fusion for decision making, and have continuous control and steering. The course provides an in-depth introduction to autonomous vehicles where both Artificial Intelligence (AI) algorithms and their system aspects are studied.

The course consists of both theoretical and experimental elements, and is closely related to current research and development. The topics covered include: key concepts of the perception-planning-control pipeline for autonomous driving (AD); key concepts of machine learning (ML), especially reinforcement learning (RL), and deep reinforcement learning (DRL); hands-on exercises with one of the popular open-source ML frameworks such as Tensorflow or PyTorch. Training, deployment and validation ML-based autonomous driving algorithmsin in a simulation environment.

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Autumn 2025
- Algorithms and Systems for Autonomous Vehicles
  
  Autumn 2025 / Varied / English / Web-based (online)
  
  Submit a late application
  
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  Starts
  3 November 2025
  
  Ends
  18 January 2026
  
  Number of credits
  7.5 credits
  
  Type of studies
  Web-based (online)
  
  Mandatory meetings
  0
  
  Other meetings
  0
  
  Study pace
  50%
  
  Teaching hours
  Mixed
  
  Study location
  Varied
  
  Language
  English
  
  Application code
  UMU-54206
  
  Eligibility Admission to the course requires 90 CREDITS of previous studies including courses in the field of Artificial Intelligence or Machine Learning of at least 7.5 Credits.
  
  Selection
  Academic credits
  
  Application
  Application deadline was 15 April 2025. Submit a late application at Universityadmissions.se.
  
  Application and tuition fees
  As a citizen of a country outside the European Union (EU), the European Economic Area (EEA) or Switzerland, you are required to pay application and tuition fees for studies at Umeå University.
  
  Application fee: SEK 900
  
  Tuition fee, first instalment: SEK 19,038
  
  Total fee: SEK 19,038
  
  Details about tuition, fees and funding

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