Cognitive Architecture Requirements for Achieving AGI

DOI

10.2991/agi.2010.2How to use a DOI?

Abstract

We outline eight characteristics of the environments, tasks, and agents important for human-level intelligence. Treating these characteristics as influences on desired agent behavior, we then derive twelve requirements for general cognitive architectures. Cognitive-architecture designs that meet the requirements should support human-level behavior across a wide range of tasks, embedded in environment similar to the real world. Although requirements introduced here are hypothesized as necessary ones for human-level intelligence, our assumption is the list is not yet sufficient to guarantee the achievement of human-level intelligence when met. However, attempts to be explicit about influences and specific requirements may be more productive than direct comparison of architectural designs and features for communication and interaction about cognitive architectures.

Copyright

© 2010, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - John E. Laird
AU  - Robert E. Wray III
PY  - 2010/06
DA  - 2010/06
TI  - Cognitive Architecture Requirements for Achieving AGI
BT  - Proceedings of the 3d Conference on Artificial General Intelligence (2010)
PB  - Atlantis Press
SP  - 3
EP  - 8
SN  - 1951-6851
UR  - https://doi.org/10.2991/agi.2010.2
DO  - 10.2991/agi.2010.2
ID  - Laird2010/06
ER  -