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Habits That Contradict Rewards

Fabien Benureau 1 Thomas Boraud 2, 3 Nicolas Rougier 1
1 Mnemosyne - Mnemonic Synergy
LaBRI - Laboratoire Bordelais de Recherche en Informatique, Inria Bordeaux - Sud-Ouest, IMN - Institut des Maladies Neurodégénératives [Bordeaux]
2 UB - Université de Bordeaux
3 IMN - Institut des Maladies Neurodégénératives [Bordeaux]
Abstract : Decision-making is a critical skill for animals and au- tonomous robots alike. Whether you are a rabbit or a driverless car, you constantly need to make appropriate decisions. This work stresses the importance of taking into account habit formation in decision-making and goal-directed behaviors such as intrinsic motivation, especially as it pertains to sensorimotor learning.
Keywords : Decision Making Habits Computational Model Behavioral Experiments
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Conference papers
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https://hal.inria.fr/hal-01535484
Contributor : Nicolas P. Rougier <>
Submitted on : Friday, June 9, 2017 - 9:08:17 AM
Last modification on : Monday, April 6, 2020 - 2:49:37 PM
Long-term archiving on: : Sunday, September 10, 2017 - 12:45:20 PM

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  • HAL Id : hal-01535484, version 1

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Fabien Benureau, Thomas Boraud, Nicolas Rougier. Habits That Contradict Rewards. 7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, Sep 2017, Lisbon, Portugal. ⟨hal-01535484⟩

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