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A.: Modelling collective decision making in groups and crowds: Integrating social contagion and interacting emotions, beliefs and intentions. Autonomous Agents and Multi-Agent Systems
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In: http://www.cs.vu.nl/~wai/Papers/JAAMAS12ASCRIBE.pdf (2012)
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A Cognitive Agent Model for Simulation-Based Mindreading and Empathic Understanding
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In: http://www.few.vu.nl/%7Ezamemon/pubs/IJHCS10empathy.pdf (2009)
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An Adaptive Agent Model for Emotion Reading by Mirroring Body States and Hebbian Learning
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In: http://www.few.vu.nl/~tbosse/papers/PRIMA09-emreading.pdf (2009)
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Abstract:
www.few.vu.nl/~{tbosse,zamemon,treur} Abstract. In recent years, the topic of emotion reading has increasingly received attention from researchers in Cognitive Science and Artificial Intelligence. To study this phenomenon, in this paper an adaptive agent model is presented with capabilities to interpret another agent’s emotions. The presented agent model is based on recent advances in neurological context. First a non-adaptive agent model for emotion reading is described involving (preparatory) mirroring body states of the other agent. Here emotion reading is modelled taking into account the Simulation Theory perspective as known from the literature, involving the own body states and emotions in reading somebody else’s emotions. This models an agent that first develops the same feeling, and after feeling the emotion imputes it to the other agent. Next the agent model is extended to an adaptive model based on a Hebbian learning principle to develop a direct connection between a sensed stimulus concerning another agent’s body state (e.g., face expression) and the emotion recognition state. In this adaptive agent model the emotion is imputed to the other agent before it is actually felt. The agent model has been designed based on principles of neural modelling, and as such has a close relation to a neurological realisation.
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Keyword:
adaptive; agent model; cognitive; emotion reading; theory of mind
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.630.7999
http://www.few.vu.nl/~tbosse/papers/PRIMA09-emreading.pdf
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An Ambient Agent Model for Automated Mindreading by Identifying and Monitoring Representation Relations
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In: http://www.cs.vu.nl/%7Esharp/papers/petra2008.pdf (2008)
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Modelling the Dynamics of Reasoning Processes: Reasoning by Assumption
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In: http://www.cs.vu.nl/~wai/Papers/CSR02assump.pdf (2003)
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Putting Intentions into Cell Biochemistry: An Artificial Intelligence Perspective
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In: http://www.cs.vu.nl/~wai/Papers/JTB02statbdi.pdf (2002)
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Temporal Modelling of Intentional Dynamics
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In: http://www.cs.vu.nl/~wai/Papers/ICCS01.int.pdf (2001)
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A Computational Cognitive Model for Intentional Inhibition of Actions
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In: http://www.few.vu.nl/~wai/Papers/ICCS13intinhibit.pdf
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Temporal and Interactionist Perspectives on the Dynamics of Mental States
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In: http://www.cs.vu.nl/~wai/Papers/ICCS01.dyncog.pdf
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Modelling the Dynamics of Reasoning Processes: Reasoning by Assumption
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In: http://www.cs.vu.nl/~wai/Papers/CSR02assump.ps
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A Cognitive and Neural Model for Adaptive Emotion Reading by Mirroring Preparation States and Hebbian Learning
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In: http://www.few.vu.nl/%7Ewai/Papers/CSR10adapemreading.pdf
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Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence Modeling Situation Awareness in Human-Like Agents Using Mental Models
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In: http://ijcai.org/papers11/Papers/IJCAI11-285.pdf
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An Ambient Agent Model for Automated Mindreading by Identifying and Monitoring Representation Relations
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In: http://www.cs.vu.nl/~wai/Papers/PETRA08reprel.pdf
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