Publication Type
Journal Article
Version
acceptedVersion
Publication Date
11-2012
Abstract
This paper provides a very useful and promising analysis and comparison of current architectures of autonomous intelligent systems acting in real time and specific contexts, with all their constraints. The chosen issue of Cognitive Architectures and Autonomy is really a challenge for AI current projects and future research. I appreciate and endorse not only that challenge but many specific choices and claims; in particular: (i) that “autonomy” is a key concept for general intelligent systems; (ii) that “a core issue in cognitive architecture is the integration of cognitive processes ....”; (iii) the analysis of features and capabilities missing in current architectures; (iv) that an appropriate benchmark is still lacking; (v) the stress on “real time”, on learning, on “resource management” (though goals and motivation would deserve a more central role); and especially (vi) the nice characterization of “some key features that a robot’s mind must possess” (attention, expectation, models, ...).
Discipline
Artificial Intelligence and Robotics | Computer and Systems Architecture | Databases and Information Systems
Research Areas
Data Science and Engineering
Publication
Journal of Artificial General Intelligence
Volume
3
Issue
2
First Page
31
Last Page
63
ISSN
1946-0163
Identifier
10.2478/v10229-011-0016-2
Publisher
De Gruyter Open
Citation
DUCH, Włodzisław; TAN, Ah-hwee; and FRANKLIN, Stan.
Cognitive architectures and autonomy: Commentary and response. (2012). Journal of Artificial General Intelligence. 3, (2), 31-63.
Available at: https://ink.library.smu.edu.sg/sis_research/5211
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.2478/v10229-011-0016-2
Included in
Artificial Intelligence and Robotics Commons, Computer and Systems Architecture Commons, Databases and Information Systems Commons