Predicting human decisions with behavioral theories and machine learning

Ori Plonsky
Ori Plonsky
Reut Apel
Reut Apel
David Bourgin
David Bourgin
Joshua C. Peterson
Joshua C. Peterson
Evan C. Carter
Evan C. Carter
James F. Cavanagh
James F. Cavanagh

arXiv: Artificial Intelligence, 2019.

Cited by: 0|Views78
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Abstract:

Behavioral decision theories aim to explain human behavior. Can they help predict it? An open tournament for prediction of human choices in fundamental economic decision tasks is presented. The results suggest that integration of certain behavioral theories as features in machine learning systems provides the best predictions. Surprisingl...More

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