142:(i.e., neural symbolic models). In particular, he applied these models to research on human skill acquisition. Specifically, he has worked on the integrated effect of "top-down" and "bottom-up" learning in human skill acquisition, in a variety of task domains, for example, navigation tasks, reasoning tasks, and implicit learning tasks. This inclusion of bottom-up learning processes has been revolutionary in cognitive science, because most previous models of learning had focused exclusively on top-down learning (whereas human learning clearly happens in both directions). This research has culminated with the development of an integrated
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Another strand of his work is a theoretical model of creative problem solving. In this work (with S. Helie), he proposed an integrative theory that is much broader in explanatory scope and used it to account for a range of empirical phenomena.
118:, and serves on the editorial boards of many other journals. He was the general chair and the program chair of CogSci 2006, and the program chair of IJCNN 2007. He was a member of the governing boards of
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R. Sun, P. Slusarz, and C. Terry, The interaction of the explicit and the implicit in skill learning: A dual-process approach. Psychological Review, Vol.112, No.1, pp.159-192. 2005.
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S. Helie and R. Sun, Incubation, insight, and creative problem solving: A unified theory and a connectionist model. Psychological Review, Vol.117, No.3, pp.994-1024. 2010.
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R. Sun, E. Merrill, and T. Peterson, From implicit skills to explicit knowledge: A bottom-up model of skill learning. Cognitive
Science, Vol.25, No.2, pp.203-244. 2001.
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R. Sun, Anatomy of the Mind: Exploring
Psychological Mechanisms and Processes with the Clarion Cognitive Architecture. Oxford University Press, New York. 2016.
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R. Sun, Anatomy of the Mind: Exploring
Psychological Mechanisms and Processes with the Clarion Cognitive Architecture. Oxford University Press, New York. 2016.
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R. Sun & L. Bookman, (eds.), Computational
Architectures Integrating Neural and Symbolic Processes. Kluwer Academic Publishers, Needham, MA. 1994.
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R. Sun, (ed.) Cognition and Multi-Agent
Interaction: From Cognitive Modeling to Social Simulation. Cambridge University Press, New York. 2006.
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R. Sun, Cognition and Multi-Agent
Interaction: From Cognitive Modeling to Social Simulation. Cambridge University Press, New York. 2006.
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He also attempted the difficult task of laying the theoretical and meta-theoretical foundation for computational cognitive modeling (or
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from the
International Neural Network Society. In 2013, he received a Leadership and Vision award from the president of INNS. He is an
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that can be used to provide a qualitative and quantitative explanation of empirical psychological learning data. The model,
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R. Sun and L. Giles, (eds.) Sequence
Learning: Paradigms, Algorithms, and Applications. Springer-Verlag, Heidelberg. 2000.
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R. Sun, Integrating Rules and
Connectionism for Robust Commonsense Reasoning. John Wiley and Sons, New York, NY. 1994.
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and other areas of cognitive science and artificial intelligence. He is currently professor of cognitive sciences at
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R. Sun, Integrating Rules and
Connectionism for Robust Commonsense Reasoning. John Wiley and Sons, New York. 1994.
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R. Sun and F. Alexandre, (eds.) Connectionist-Symbolic Integration. Lawrence Erlbaum Associates, Mahwah, NJ. 1997.
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His many research interests center around the study of human cognition and psychology, especially in the areas of
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R. Sun, (ed.) The Cambridge Handbook of Computational Psychology. Cambridge University Press, New York. 2008.
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R. Sun, Duality of the Mind: A Bottom-up Approach towards Cognition. Taylor and Francis. 2002.
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R. Sun, (ed.) Grounding Social Sciences in Cognitive Sciences. MIT Press, Cambridge MA. 2012.
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R. Sun, Grounding Social Sciences in Cognitive Sciences. MIT Press, Cambridge MA. 2012.
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S. Wermter and R. Sun, (eds.) Hybrid Neural Systems. Springer-Verlag, Heidelberg. 2000.
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Throughout the past two decades, he has been conducting research in the fields of
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R. Sun, Duality of the Mind. Lawrence Erlbaum Associates, Mahwah, NJ. 2002.
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R. Sun, Duality of the Mind. Lawrence Erlbaum Associates, Mahwah, NJ. 2002.
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