A Novel Curiosity-Driven Perception-Action Cognitive Model
- 10.2991/icaita-16.2016.59How to use a DOI?
- perception-action; cognitive model; skinner pigeon; curiosity
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.
- © 2016, 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/).
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 - 10.2991/icaita-16.2016.59 ID - Chen2016/01 ER -