Anticipatory Learning
Synonyms
Definition
Anticipatory learning is sometimes considered synonymous with the general mechanism of learning to generate predictions or learning a predictive or forward model of an encountered environment or problem. However, the term anticipationusually does not simply refer to predictions, but rather to predictions that are expected to be relevant to an organism and that are used to effectively adapt decisions and behaviors of organisms. Therefore, anticipatory learning is not merely about learning to predict, but learning to predict those aspects that are relevant for the learning system. Such predictions may start on a very low sensorimotor level, such as learning how body movements feel in order to be able to focus on other sensory information. On a higher level, action-dependent contingencies may be learned that are highly useful for decision making and planning...
References
- Grush, R. (2004). The emulation theory of representation: Motor control, imagery, and perception. The Behavioral and Brain Sciences, 27, 377–396.Google Scholar
- Hoffmann, J. (2003). Anticipatory behavioral control. In M. V. Butz, O. Sigaud, & P. Gérard (Eds.), Anticipatory behavior in adaptive learning systems: Foundations, theories, and systems (pp. 44–65). Berlin: Springer.Google Scholar
- Jeannerod, M. (2006). Motor cognition. Oxford: Oxford University Press.Google Scholar
- Pezzulo, G., Butz, M. V., Castelfranchi, C., & Falcone, R. (Eds.). (2008). The challenge of anticipation: A unifying framework for the analysis and design of artificial cognitive systems, LNAI 5225. Berlin: Springer.Google Scholar
- Stock, A., & Stock, C. (2004). A short history of ideo-motor action. Psychological Research, 68, 176–188.Google Scholar
- Tolman, E. (1932). Purposive behavior in animals and men. London: Century/Random House UK.Google Scholar
- Wolpert, D. M., & Kawato, M. (1998). Multiple paired forward and inverse models for motor control. Neural Networks, 11, 1317–1329.Google Scholar