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Abstract: Conditioning experiments probe the ways that animals make predictions about rewards and punishments and use those predictions to control their behavior. One standard model of conditioning paradigms which involve many conditioned stimuli suggests that individual predictions should be added together. Various key results show that this model fails in some circumstances, and motivate an alternative model, in which there is attentional selection between different available stimuli. The new model is... (Update)
Context of citations to this paper: More
.... in models of dopamine and behavior includes incorporating attentional e ects, important both to dopamine responses and conditioning behavior [2]. Also, the history, state and action space representations of TD models are too poor to represent the hierarchical structure of...
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BibTeX entry: (Update)
Pater Dayan and Theresa Long. Statistical models of conditioning. On-line article, 1999. http://citeseer.ist.psu.edu/dayan99statistical.html More
@inproceedings{ dayan98statistical,
author = "Peter Dayan and Theresa Long",
title = "Statistical Models of Conditioning",
booktitle = "Advances in Neural Information Processing Systems",
volume = "10",
publisher = "The {MIT} Press",
editor = "Michael I. Jordan and Michael J. Kearns and Sara A. Solla",
year = "1998",
url = "citeseer.ist.psu.edu/dayan99statistical.html" }
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