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Fusing Symbolic and Decision-Theoretic Problem Solving + Perception in a Graphical Cognitive Architecture
Junda Chen, Abram Demski, Teawon Han, Louis-Philippe Morency, David Pynadath, Nicole Rafidi, Paul Rosenbloom
64 - 72
10.3233/978-1-60750-959-2-64
Frontiers in Artificial Intelligence and Applications
Volume 233: Biologically Inspired Cognitive Architectures 2011
Abstract

A step is taken towards fusing symbolic and decision-theoretic problem solving in a cognitive architecture by implementing the latter in an architecture within which the former has already been demonstrated. The graphical models upon which the architecture is based enable a uniform implementation of both varieties of problem solving. They also enable a uniform combination with forms of decision-relevant perception, highlighting a potential path towards a tight coupling between central cognition and peripheral perception.

$35.00 / €27.50 / £22.00
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