Current Projects



Creating explanations in collaborative human-machine knowledge exploration; ?>

The Transregional Collaborative Research Center (TRR 318) „Constructing Explainability“ investigates how explanations of algorithmic decisions can be jointly constructed by the explainer and the explainee. The project C05 investigates how human decision makers and intelligent systems can collaboratively explore a decision problem to make a decision that is accountable and hence explainable. The goal is […]

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Adaptive Explanation Generation; ?>

The Transregional Collaborative Research Center (TRR 318) „Constructing Explainability“ investigates how explanations of algorithmic decisions can be made more efficient by constructing them jointly by the explainer and the explainee. The project A01 “Adaptive explanation generation” investigates the cognitive and interactive mechanisms of adaptive explanations. The goal of our work is to develop a dynamic, […]

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Implications of conversing with intelligent assistants in everyday life (IMPACT); ?>

Autonomous systems using artificial intelligence (AI) to communicate with humans will soon be a part of everyday life. The increasing availability and deployment of such systems can have implications for humans and society at different levels. This project studies those implications with regard to users’ (1) understanding of AI algorithms, (2) communication with machines, and […]

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This project is part of the Forschungskolleg “Design of flexible working environments – human-centered use of Cyber-Physical Systems in industry 4.0” run by the Universities of Paderborn and Bielefeld. We investigate how to develop learning, intelligent assistance systems for industrial workers that adapt their level of assistance and autonomy to the internal state of the […]

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Computational cognitive modeling of the predictive active self in situated action (COMPAS); ?>

Computational cognitive modeling of the predictive active self in situated action (COMPAS)

2019-2022

The COMPAS project seeks to develop a first computational cognitive model of the execution and control of situated action in an embodied cognitive architecture that allows for (a) detailed explanation of mechanisms and processes underlying the sense of agency and the active self; (b) simulation of situated action with predictions about the subjectively perceived sense […]

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Satisficing mentalizing — modeling adaptive and fast Theory of Mind for cooperative systems; ?>

Satisficing mentalizing — modeling adaptive and fast Theory of Mind for cooperative systems

2016-2021

This projects explores different strategies of how artificial systems could be equipped with a Theory of Mind, i.e. being able to infer hidden mental states of other agents from observable behavior. We are developing models which can learn from past encounters with agents to form models capable of performing such mentalizing in a satisficing way, […]

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Lively and trustworthy social robots (VIVA); ?>

The VIVA project aims to build a mobile social robot that produces lively and socially-appropriate behavior in interaction. We are in charge of developing an embodied communication architecture that controls and mediates the robot’s responsive behavior. In addition, we endow the robot with abilities for cohesive spoken dialogue over long-term interactions.

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Development of iconic co-speech gesturing in preschool children (EcoGest); ?>

This projects aims to provide a detailed account of the development of iconic gesturing and its integration with speech in different communicative genres. We will study pre-school children at 4 to 5 years of age to investigate their speech-accompanying iconic gesture use and to develop a computational cognitive model of their development. We apply qualitative and […]

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