Augmenting Cognitive Architectures with Large Language Models
Himanshu Joshi, Volkan Ustun
Abstract
A particular fusion of generative models and cognitive architectures is discussed with the help of the Soar and Sigma cognitive architectures. After a brief introduction to cognitive architecture concepts and Large Language Models as exemplar generative AI models, one approach towards their fusion is discussed. This is then analyzed with a summary of potential benefits and extensions needed to existing cognitive architecture that is closest to the proposal.
Topics & Concepts
SoarCognitive architectureGenerative grammarComputer scienceCognitionArchitectureCognitive scienceArtificial intelligenceCognitive modelNatural language processingPsychologyNeuroscienceArtVisual artsAI-based Problem Solving and PlanningSemantic Web and OntologiesCognitive Computing and Networks