A cognitive agent model using inverse mirroring for false attribution of own actions to other agents

Authors:
Jan Treur;Muhammad Umair
Affiliations:
Vrije Universiteit Amsterdam, Department of Artificial Intelligence, Amsterdam, The Netherlands;Vrije Universiteit Amsterdam, Department of Artificial Intelligence, Amsterdam, The Netherlands and COMSATS Institute of Information Technology, Lahore, Pakistan
Venue:
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Year:
2011

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Abstract

This paper presents a cognitive agent model capable of showing situations where self-generated actions are attributed to other agents, as, for example, for patients suffering from schizophrenia. The mechanism underlying the model involves inverse mirroring: mapping preparation states onto sensory representations of observed actions. It is shown how this mechanism can develop based on Hebbian learning. The model provides a basis for applications to humanlike virtual agents in the context of for example, training of therapists or agent-based generation of virtual stories.