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Research Topics

Human-Machine Interaction

Interactive and user-friendly interfaces form the basis of multimodal human-technology interaction. Personalized dialogue systems combine speech, gestures and facial expressions with physical interaction. This involves the use of user, task and domain models in order to make dialogue behaviour as natural as possible and dialogue comprehension stable even under difficult conditions. Future user interface concepts are detached from the usual mouse and keyboard paradigms and enable intuitive, gesture-based control.

Projects

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  1. gEndurance - gEndurance - Kl-gestützte geschlechterspezifische Verhaltensinterventionen zur personalisierten Therapie chronischer Erkrankungen

    Die beiden chronischen Volkskrankheiten Bluthochdruck und Typ-II-Diabetes betreffen Millionen Menschen in Deutschland und ihre Prävalenz steigt stetig. Beide Erkrankungen lassen sich durch…

  2. gEndurance - gEndurance - AI-supported gender-specific behavioural interventions for personalised therapy of chronic diseases

    The two chronic widespread diseases of high blood pressure and type II diabetes affect millions of people in Germany, and their prevalence is steadily increasing. Both diseases can be treated…

  3. AI2PI - From Artifical to Pedagogical Intelligence &AI2PI Foundations for Teachers Academy

    Partners

    • Humboldt-Universität zu Berlin (Konsortialführer)
    • Educational Technology Lab, DFKI
    • Universtität Bozen, Italien
    • Universität Minho, Portugal
    • Pädagogische Hochschule Tirol, Österreich
  4. ActGPT - Adaptive robot ConTrol with Generative Pre-trained Transformers

    Currently, we are seeing an explosion in AI, primarily led by the advances in reinforcement learning (RL) methods

    as well as transformer-based neural networks. For example, large language models…

  5. FieldCoBots - KMU-innovativ Verbundprojekt: Heterogene Feldrobotik für die Erdbeerernte (FieldCoBots); Teilprojekt: Verwaltung hybrider Mehrrobotersysteme im Zusammenspiel mit menschlichen Akteure

    Global competition in fruit production and the local shortage of harvest workers require innovative autonomous robotic systems that work together with humans. For some crops, a largely automated…