Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications

A Novel Curiosity-Driven Perception-Action Cognitive Model

Authors
Jing Chen, Bing Li, Li Li
Corresponding Author
Jing Chen
Available Online January 2016.
DOI
https://doi.org/10.2991/icaita-16.2016.59How to use a DOI?
Keywords
perception-action; cognitive model; skinner pigeon; curiosity
Abstract
Aiming at agents' autonomous cognitive problems in unknown environment, a novel curiosity-driven perception-action cognitive model is proposed, which simulates intrinsic motivation cognitive mechanism based on the curiosity in psychology, and cognitive processes from perception to action is realized by probabilistic action selection mechanism. Information entropy illustrates that it can achieve better cognition to action applying the proposed model, and it indeed reflects the biological cognitive processes. Comparing simulation results using SPE shows that this method is effective.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Volume Title
Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications
Series
Advances in Intelligent Systems Research
Publication Date
January 2016
ISBN
978-94-6252-162-9
ISSN
1951-6851
DOI
https://doi.org/10.2991/icaita-16.2016.59How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Jing Chen
AU  - Bing Li
AU  - Li Li
PY  - 2016/01
DA  - 2016/01
TI  - A Novel Curiosity-Driven Perception-Action Cognitive Model
BT  - Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications
PB  - Atlantis Press
SP  - 239
EP  - 243
SN  - 1951-6851
UR  - https://doi.org/10.2991/icaita-16.2016.59
DO  - https://doi.org/10.2991/icaita-16.2016.59
ID  - Chen2016/01
ER  -