Cognitive Architecture Requirements for Achieving AGI
John E. Laird, Robert E. Wray III
John E. Laird
Available Online June 2010.
- https://doi.org/10.2991/agi.2010.2How to use a DOI?
- 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.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
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 - 3d Conference on Artificial General Intelligence (AGI-2010) PB - Atlantis Press SP - 3 EP - 8 SN - 1951-6851 UR - https://doi.org/10.2991/agi.2010.2 DO - https://doi.org/10.2991/agi.2010.2 ID - Laird2010/06 ER -