The learning of action sequences through social transmission.

作者: Andrew Whalen , Daniel Cownden , Kevin Laland

DOI: 10.1007/S10071-015-0877-X

关键词:

摘要: Previous empirical work on animal social learning has found that many species lack the ability to learn entire action sequences solely through reliance information. Conversely, acquiring asocial can be difficult due large number of potential arising from even a small base actions. In spite this, several studies report some primates use in wild. We investigate how information integrated with facilitate sequences. formalize this problem by examining learners using temporal difference learning, widely applicable model reinforcement combine cues their own experiences acquire The is modeled as Markov decision process. nettle processing mountain gorillas serves focal example. Through simulations, we find facilitation component actions individual acquisition Our analysis illustrates simple forms combined generate substantially faster compared processes alone, and benefits increase length sequence

参考文章(49)
Robert A Rescorla, None, A theory of Pavlovian conditioning : Variations in the effectiveness of reinforcement and nonreinforcement Classical conditioning II : Current research and theory. pp. 64- 99 ,(1972)
Bennett G. Galef, Cecilia M. Heyes, Social learning in animals : the roots of culture Academic Press. ,(1996)
Will Hoppitt, Kevin N. Laland, Chapter 3 Social Processes Influencing Learning in Animals: A Review of the Evidence Advances in The Study of Behavior. ,vol. 38, pp. 105- 165 ,(2008) , 10.1016/S0065-3454(08)00003-X
Ming Tan, Multi-agent reinforcement learning: independent vs. cooperative agents international conference on machine learning. pp. 487- 494 ,(1997) , 10.1016/B978-1-55860-307-3.50049-6
A. Whiten, J. Goodall, W. C. McGrew, T. Nishida, V. Reynolds, Y. Sugiyama, C. E. G. Tutin, R. W. Wrangham, C. Boesch, Cultures in chimpanzees Nature. ,vol. 399, pp. 682- 685 ,(1999) , 10.1038/21415
James R. Griesemer, Robert Boyd, Peter J. Richerson, Culture and the Evolutionary Process The Condor. ,vol. 88, pp. 123- ,(1986) , 10.2307/1367778
Eduardo B. Ottoni, Patrícia Izar, Capuchin monkey tool use: Overview and implications Evolutionary Anthropology. ,vol. 17, pp. 171- 178 ,(2008) , 10.1002/EVAN.20185
Will Hoppitt, Laura Blackburn, Kevin N. Laland, Response facilitation in the domestic fowl Animal Behaviour. ,vol. 73, pp. 229- 238 ,(2007) , 10.1016/J.ANBEHAV.2006.05.013