An empirical evaluation of active inference in multi-armed bandits

Author:

Marković DimitrijeORCID,Stojić HrvojeORCID,Schwöbel SarahORCID,Kiebel Stefan J.ORCID

Funder

Max-Planck-Gesellschaft

Center for Evolutionary and Theoretical Immunology

Deutsche Forschungsgemeinschaft

Technische Universität Dresden

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference106 articles.

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3. Variability in action selection relates to striatal dopamine 2/3 receptor availability in humans: A pet neuroimaging study using reinforcement learning and active inference models;Adams;Cerebral Cortex,2020

4. Predictions not commands: active inference in the motor system;Adams;Brain Structure and Function,2013

5. Alami, R., Maillard, O., & Féraud, R. (2017). Memory bandits: a bayesian approach for the switching bandit problem. In NIPS 2017-31st conference on neural information processing systems.

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