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Modeling motivations and emotions as a basis for intelligent behavior
Abstract
We report on an experiment to implement an autonomous creature situated in a two-dimensional world, that shows various learning and problem-solving capabilities, within the Society of Mind framework. This goal is approached from a developmental perspective, where phases in the experiment correspond broadly to cognitive stages in the development of an infant. This paper describes the first stage, the creature being a newborn whose behavior is strongly driven by motivational states---impulses to action based on bodily needs---and basic emotions---peripheral and cognitive responsestriggered by the recognition of a significant event. Physiological parameters are used to model both concepts, which are seen by analogy with control systems. Motivations drive behavior selection and organization based on the notions of arousal and satiation, and the exploitation principle. Emotions exert further control by sending "hormones" that may affect the intensity of the selected behavior, enable it, or p...
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Cited by
A survey of socially interactive robots
Fong, T., Nourbakhsh, I., & Dautenhahn, K. (2003) · Robotics and Autonomous Systems · doi:10.1016/s0921-8890(02)00372-x · Cited by 3,162
Emotion and sociable humanoid robots
Breazeal, C. (2003) · International Journal of Human-Computer Studies · doi:10.1016/s1071-5819(03)00018-1 · Cited by 1,279
How emotion is made and measured
Boehner, K., DePaula, R., Dourish, P., & Sengers, P. (2007) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2006.11.016 · Cited by 444
Applying artificial intelligence to virtual reality: Intelligent virtual environments
Luck, M., & Aylett, R. (2000) · Applied Artificial Intelligence · doi:10.1080/088395100117142 · Cited by 287
Emotion in reinforcement learning agents and robots: a survey
Moerland, T. M., Broekens, J., & Jonker, C. M. (2018) · Machine Learning · doi:10.1007/s10994-017-5666-0 · Cited by 205
Metadata
- Authors
- Cañamero, D.
- Venue
- Proceedings of the first international conference on Autonomous agents - AGENTS '97
- Publisher
- ACM Press
- Published
- 1997
- Pages
- 148-155
- OpenAlex
- W2165934840
- Cited by
- 271
- References
- 0
- FWCI
- 6.06
- Type
- conference paper
- Language
- en
- Open access
- closed
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