Stefan Kopp

Stefan Kopp

skopp@techfak.uni-bielefeld.de
Institution: Bielefeld University
Department: CITEC
Position: Professor and Head of Social Cognitive Systems Group
https://scs.techfak.uni-bielefeld.de
Successful cooperation cannot be pre-trained but arises from socially intelligent, mutually adaptive interaction — enabling machines to engage in this is the key challenge.

Artificial intelligence, cognitive science, human-agent interaction

Human-Aware AI, Bayesian Reasoning, Sequential Decision Making, Multimodal Machine Learning, Reinforcement Learning; Computational Social Cognition, Resource-Bounded Cognition, Bayesian Theory of Mind, Socially Embodied and Enactive Cognition, Multimodal Language and Gesture; Embodied Conversational Agents, Socially Assistive Robots, Multimodal Dialog Processing, Cooperative Agents and Hybrid Teams

  • A Study on Integrating Representational Gestures into Automatically Generated Embodied Explanations (2024)

    Authors: Amelie Sophie Robrecht, Hendric Voss, Lisa Gottschalk, Stefan Kopp

    Published at: Proceedings of the 24th ACM International Conference on Intelligent Virtual Agents, IVA 2024
    DOI: 10.1145/3652988.3673919

  • Multimodal Co-Construction of Explanations with XAI Workshop (2024)

    Authors: Hendrik Buschmeier, Stefan Kopp, Teena Hassan

    Published at: ACM International Conference Proceeding Series
    DOI: 10.1145/3678957.3689205

  • Four-year-olds’ visuospatial cognitive abilities and their relation to observer‑viewpoint gestures across three communicative tasks (2024)

    Authors: Ulrich J. Boden, Friederike Kern, Sofia Koutalidis, Olga Abramov, Anne Nemeth, Stefan Kopp, Katharina J. Rohlfing

    Published at: Pragmatics and Cognition (Volume: 31)
    DOI: 10.1075/pc.00040.roh

  • XAI for U: Explainable AI for Ubiquitous, Pervasive and Wearable Computing (2024)

    Authors: Martin Gjoreski, Teena Hassan, Mor Vered, Sebastian Houben, Stefan Kopp

    Published at: UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing
    DOI: 10.1145/3675094.3677571

  • Preschool children's discourse competence in different genres and how it relates to iconic gestures (2024)

    Authors: Friederike Kern, Ulrich Boden, Anne Nemeth, Sofia Koutalidis, Olga Abramov, Stefan Kopp, Katharina J. Rohlfing

    Published at: Journal of Child Language (Volume: 51)
    DOI: 10.1017/S030500092300065X

  • Towards a Computational Architecture for Co-Constructive Explainable Systems (2024)

    Authors: Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, Amelie Sophie Robrecht, Anna-Lisa Vollmer, Petra Wagner, Britta Wrede

    Published at: Proceedings - 2024 Workshop on Explainability Engineering, ExEn 2024
    DOI: 10.1145/3648505.3648509

  • Are Robots' Gestures Understood? A Study on the Factors Influencing how Humans Perceive Information Present in Robot Gestures (2024)

    Authors: Lisa Michelle Bohnenkamp, Olga Abramov, Stefan Kopp

    Published at: ACM/IEEE International Conference on Human-Robot Interaction
    DOI: 10.1145/3610978.3640572

  • ASCODI: An XAI-based interactive reasoning support system for justifiable medical diagnosing (2024)

    Authors: Dominik Battefeld, Felix Liedeker, Philipp Cimiano, Stefan Kopp

    Published at: CEUR Workshop Proceedings (Volume: 3803)

  • Model-Based Reinforcement Learning with Hierarchical Control for Dynamic Uncertain Environments (2024)

    Authors: Annika Österdiekhoff, Nils Wendel Heinrich, Nele Rußwinkel, Stefan Kopp

    Published at: Lecture Notes in Networks and Systems (Volume: 1066 LNNS)
    DOI: 10.1007/978-3-031-66428-1_39

  • Minimal Latency Speech-Driven Gesture Generation for Continuous Interaction in Social XR (2024)

    Authors: Niklas Krome, Stefan Kopp

    Published at: Proceedings - 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality, AIxVR 2024
    DOI: 10.1109/AIxVR59861.2024.00038