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Speed/accuracy trade-off between the habitual and the goal-directed processes (Kermati et al. 2011)
web_link.zip [334078]
"This study is a reference implementation of Keramati, Dezfouli, and Piray 2011 that proposed an arbitration mechanism between a goal-directed strategy and a habitual strategy, used to model the behavior of rats in instrumental conditionning tasks. The habitual strategy is the Kalman Q-Learning from Geist, Pietquin, and Fricout 2009. We replicate the results of the first task, i.e. the devaluation experiment with two states and two actions. ..."
  • Keramati M, Dezfouli A, Piray P (2011) Show Other
  • Viejo G, Girard B, Khamassi M (2016) Show Other
  • Viejo, Guillaume [guillaume.viejo at isir.upmc.fr] Show Other
  • Girard, Benoit [girard at isir.upmc.fr] Show Other
  • Khamassi, Mehdi Show Other
Guillaume Viejo [guillaume.viejo at isir.upmc.fr], Benoît Girard, and Mehdi Khamassi
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Revisions: 4
Last Time: 9/15/2016 6:30:13 PM
Reviewer: Tom Morse - MoldelDB admin
Owner: Tom Morse - MoldelDB admin