Proceedings of the AAAI Symposium Series

Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis

Oscar J. Romero, John Zimmerman, Aaron Steinfeld et al. · 2024 · 32 citations · Full text

Artificial Intelligence, Synergistic Integration, Engineering +21

FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design

Yangyang Yu, Haohang Li, Zhi Chen et al. · 2024 · 26 citations · Full text

Artificial Intelligence, Engineering, Financial Intelligence +19

Memory Matters: The Need to Improve Long-Term Memory in LLM-Agents

Kostas Hatalis, Despina Christou, J. Myers et al. · 2024 · 23 citations · Full text

Artificial Intelligence, Engineering, Knowledge Extraction +27

A Proposal for a Language Model Based Cognitive Architecture

K Knowles, Michael Witbrock, Gillian Dobbie et al. · 2024 · 19 citations · Full text

Engineering, Neurolinguistics, Psycholinguistics +16

On Using Generative Models in a Cognitive Architecture for Embodied Agents

Dongkyu Choi · 2024 · 18 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21