The Soar Cognitive Architecture

The Soar Cognitive Architecture

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Soar is a cognitive architecture that integrates knowledge-intensive reasoning, reactive execution, hierarchical reasoning, planning, and learning from experience. This book describes details of Soars component memories and processes and offers demonstrations of individual components, components working in combination, and real-world applications.This chapter introduces Soara#39;s first learning mechanism: chunking, an automatic mechanism for learning production rules. ... the power law of practice in a computational architecture that includes both performance and learning (Laird, Rosenbloom, and Newell 1986a). ... correspond to success or failurea€”it is some structure that was created by processing in the substate and linked to the superstate.

Title:The Soar Cognitive Architecture
Author:John Laird
Publisher:MIT Press - 2012


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