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Embodied artificial agents for understanding human social cognition.
Agnieszka Wykowska1, Thierry Chaminade2, Gordon Cheng3
1Engineering Psychology, Division of Human Work Sciences, Luleå University of Technology, Luleå 97187, Sweden Technische Universität München, Institute for Cognitive Systems, Arcisstraße 21, 80333 München, Germany agnieszka.wykowska@tum.de.
Humanoid robots offer novel ways to study social cognition. Research using artificial agents reveals how humans interact with and perceive these systems, deepening our understanding of social brain mechanisms.
Area of Science:
- Neuroscience
- Cognitive Science
- Human-Robot Interaction
Background:
- Social cognition involves understanding and interacting with others.
- Studying human social cognition often relies on human-human interactions.
- Artificial agents, particularly humanoid robots, present unique opportunities for controlled social interaction research.
Purpose of the Study:
- To explore the utility of experimental protocols with artificial agents, specifically embodied humanoid robots, for investigating social cognitive mechanisms.
- To review existing literature on the use of artificial embodied agents in social cognition studies.
- To determine if artificial agents evoke social cognitive mechanisms comparably to human agents.
Main Methods:
- Review of existing literature on studies using artificial embodied agents to investigate social cognition.
- Analysis of how manipulating agent behavior, appearance, and expressiveness affects human interaction.
- Examination of both behavioral and neural responses to artificial anthropomorphic agents.
Main Results:
- Artificial agents allow for precise control over interaction parameters, facilitating the study of human responses.
- Studies indicate that artificial agents can evoke various social cognition mechanisms.
- The use of artificial agents provides ecologically valid yet controlled experimental conditions.
Conclusions:
- Experimental protocols using embodied artificial agents are valuable for understanding social cognitive mechanisms in the human brain.
- Artificial agents serve as effective tools for probing fundamental human social cognition.
- Research with artificial agents contributes to defining the characteristics of a 'social agent'.
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