Encyclopedia of the Sciences of Learning

2012 Edition
| Editors: Norbert M. Seel

Cultural Learning

  • Dara CurranEmail author
Reference work entry
DOI: https://doi.org/10.1007/978-1-4419-1428-6_778

Synonyms

Definition

Culture can be succinctly described as a process of information transfer within a population that occurs without the use of genetic material. Culture can take many forms such as language, signals, or artifactual materials. Such information exchange occurs during the lifetime of individuals in a population and can greatly enhance the behavior of such species. Because these exchanges occur during an individual’s lifetime, cultural learning can be considered a subset of lifetime learning.

Theoretical Background

Cultural learning describes the process of information transfer between individuals in a population through nongenetic means. Typically this is achieved through communication or the creation of artifacts available to all members of a population for the purposes of cultural transmission.

Cultural learning is a model which combines population learning with a modified version of lifetime learning that allows populations to pass on knowledge...

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References

  1. Belew, R. K. (1990). Evolution, learning and culture: Computational metaphors for adaptive algorithms. Complex Systems, 4, 11–49.Google Scholar
  2. Best, M. L. (1999). How culture can guide evolution: An inquiry into gene/meme enhancement and opposition. Adaptive Behavior, 7(3/4), 289–306.Google Scholar
  3. Billard, A., & Dautenhahn, K. (1999). Experiments in learning by imitation: Grounding and use of communication in robotic agents. Adaptive Behaviour, 7(3/4), 411–434.Google Scholar
  4. Borenstein, E., & Ruppin, E. (2003). Enhancing autonomous agents evolution with learning by imitation. Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour, 1(4), 335–348.Google Scholar
  5. Cangelosi, A., & Parisi, D. (1998). The emergence of a language in an evolving population of neural networks. Connection Science, 10(2), 83–97.Google Scholar
  6. Denaro, D., & Parisi, D. (1996). Cultural evolution in a population of neural networks. Proceedings of the 8th Italian Workshop on Neural Nets, Trento, Italy (pp. 100–111). New York: Springer.Google Scholar
  7. Hinton, G. E., & Nowlan, S. J. (1987). How learning guides evolution. Complex Systems, 1, 495–502.Google Scholar
  8. Hutchins, E., & Hazlehurst, B. (1991). Learning in the cultural process. In Artificial life II (pp. 689–706). Cambridge, MA: MIT Press.Google Scholar
  9. Spector, L. (1994). Genetic programming and AI planning systems. In Proceedings of Twelfth National Conference on Artificial Intelligence (pp. 1329–1334). Seattle, Washington: AAAI Press/MIT Press.Google Scholar
  10. Yanco, H., & Stein, L. (1993). An adaptive communication protocol for cooperating mobile robots. In From Animals to Animats 2. Proceedings of the second International Conference on Simulation of Adaptive Behavior (pp. 478–485). Cambridge MA: MIT Press.Google Scholar

Copyright information

© Springer Science+Business Media, LLC 2012

Authors and Affiliations

  1. 1.Cork Constraint Computation Centre (4C), Computer Science DepartmentUniversity College CorkCorkIreland