Kakade, S and Dayan, P (2000) Acquisition in autoshaping. In: Solla, SA and Leen, TK and Muller, KR, (eds.) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 12. (pp. 24 - 30). M I T PRESS
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Quantitative data on the speed with which animals acquire behavioral responses during classical conditioning experiments should provide strong constraints on models of learning. However, most models have simply ignored these data; the few that have attempted to address them have failed by at least an order of magnitude. We discuss key data on the speed of acquisition, and show how to account for them using a statistically sound model of learning, in which differential reliabilities of stimuli play a crucial role.
|Title:||Acquisition in autoshaping|
|Event:||13th Annual Conference on Neural Information Processing Systems (NIPS)|
|Dates:||1999-11-29 - 1999-12-04|
|UCL classification:||UCL > School of Life and Medical Sciences > Faculty of Life Sciences > Gatsby Computational Neuroscience Unit|
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