Augmenting Cognitive Architectures with Large Language Models

Authors

  • Himanshu Joshi Wireless R&D Qualcomm Research, Qualcomm Technologies Inc.
  • Volkan Ustun University of Southern California, Institute for Creative Technologies

DOI:

https://doi.org/10.1609/aaaiss.v2i1.27689

Keywords:

Large Language Models, Generative AI, Cognitive Architectures, LLM

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.
AAAI Fall Symposium 2023 Proceedings Cover

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Published

2024-01-22

How to Cite

Joshi, H., & Ustun, V. (2024). Augmenting Cognitive Architectures with Large Language Models. Proceedings of the AAAI Symposium Series, 2(1), 281-285. https://doi.org/10.1609/aaaiss.v2i1.27689

Issue

Vol. 2 No. 1: Proceedings of the 2023 AAAI Fall Symposia

Section

Integration of Cognitive Architectures and Generative Models