The formation of habits: A computational model mixing reinforcement learning and Hebbian learning

Meropi Topalidou 1, 2, 3 Camille Piron 1 Daisuke Kaise 1 Thomas Boraud 1 Nicolas P. Rougier 1, 2, 3
3 Mnemosyne - Mnemonic Synergy
LaBRI - Laboratoire Bordelais de Recherche en Informatique, Inria Bordeaux - Sud-Ouest, IMN - Institut des Maladies Neurodégénératives [Bordeaux]
Abstract : If basal ganglia are widely accepted to participate in the high-level cognitive function of decision-making, their role is less clear regarding the formation of habits. One of the hardest problem is to understand how goal-directed actions are transformed into habitual responses, or, said differently, how an animal can shift from an action-outcome (A-O) system to a stimulus-response (S-R) one while keeping a consistent behaviour?
Type de document :
Poster
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada
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https://hal.inria.fr/hal-01156484
Contributeur : Meropi Topalidou <>
Soumis le : jeudi 28 mai 2015 - 11:30:54
Dernière modification le : jeudi 11 janvier 2018 - 06:25:42
Document(s) archivé(s) le : lundi 24 avril 2017 - 15:44:14

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RLDM.pdf
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  • HAL Id : hal-01156484, version 1

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Meropi Topalidou, Camille Piron, Daisuke Kaise, Thomas Boraud, Nicolas P. Rougier. The formation of habits: A computational model mixing reinforcement learning and Hebbian learning. The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada. 〈hal-01156484〉

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