• Data-oriented Multi-agent Assessment System for Real-time Driving Simulators 

      Mnoucek, Matej (Master thesis, 2020)
      Interaktive kjøresimulatorer blir sakte men sikkert tatt i bruk i kjøreopplæring. Kjøresimulatorene krever oppsyn av kjørelærere for at opplæringen skal ha tilstrekkelig læreutbytte med tanke på undervisningsmateriell og ...
    • Evolving Transformer Architectures for Time Series Forecasting 

      Mnoucek, Matej (Master thesis, 2022)
      Transformer-based neural network architectures have recently demonstrated state-of-the-art performance in many Natural Language Processing tasks. Furthermore, there have been successful attempts to apply the same principles ...
    • Explaining Traffic Situations – Architecture of a Virtual Driving Instructor 

      Sandberg, Martin K. Hoel; Rehm, Johannes; Mnoucek, Matej; Gundersen, Odd Erik; Reshodko, Irina (Peer reviewed; Journal article, 2020)
      Intelligent tutoring systems become more and more common in assisting human learners. Distinct advantages of intelligent tutoring systems are personalized teaching tailored to each student, on-demand availability not ...