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A foundational architecture for artificial general intelligence (2007)
| Venue: | Advance of Artificial General Intelligence (IOS |
| Citations: | 16 - 2 self |
BibTeX
@INPROCEEDINGS{Franklin07afoundational,
author = {Stan Franklin},
title = {A foundational architecture for artificial general intelligence},
booktitle = {Advance of Artificial General Intelligence (IOS},
year = {2007},
pages = {36--54},
publisher = {Press}
}
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Abstract
Abstract. Implementing and fleshing out a number of psychological and neuroscience theories of cognition, the LIDA conceptual model aims at being a cognitive “theory of everything. ” With modules or processes for perception, working memory, episodic memories, “consciousness, ” procedural memory, action selection, perceptual learning, episodic learning, deliberation, volition, and non-routine problem solving, the LIDA model is ideally suited to provide a working ontology that would allow for the discussion, design, and comparison of AGI systems. The LIDA architecture is based on the LIDA cognitive cycle, a sort of “cognitive atom. ” The more elementary cognitive modules and processes play a role in each cognitive cycle. Higher-level processes are performed over multiple cycles. In addition to giving a quick overview of the LIDA conceptual model, and its underlying computational technology, we argue for the LIDA architecture’s role as a foundational architecture for an AGI. Finally, lessons For AGI researchers drawn from the model and its architecture are discussed.
Keyphrases
foundational architecture artificial general intelligence lida conceptual model working ontology lida architecture lida cognitive cycle perceptual learning quick overview elementary cognitive module lida model cognitive theory underlying computational technology neuroscience theory agi researcher procedural memory agi system cognitive atom episodic learning episodic memory non-routine problem solving multiple cycle lida architecture role higher-level process action selection cognitive cycle
