Des rats et des hommes : étude des biais contextuels dans l'apprentissage par renforcement chez l'homme et le rongeur

Context plays a significant role in economic decisions, yet its impact on experience-based choices is poorly understood. In a series of experiments conducted with humans and rats, we discovered that context introduces systematic biases in value encoding, transcending species, elicitation methods, and learning modalities, and demonstrated that the composition of choice sets during learning tasks dictates participants’ responses post-learning. Importantly, our results challenge the idea that choice repetition biases are the primary mechanism underlying these effects, contributing to the ongoing debate on the functional form of context-dependence.

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Publication Details

Journal
SPIRE - Sciences Po Institutional REpository
Published
2025-02-07
Primary Topic
Behavioral and Psychological Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Des rats et des hommes : étude des biais contextuels dans l'apprentissage par renforcement chez l'homme et le rongeur

SPIRE - Sciences Po Institutional REpository
Behavioral and Psychological Studies
article

Des rats et des hommes : étude des biais contextuels dans l'apprentissage par renforcement chez l'homme et le rongeur

article en

Abstract

Context plays a significant role in economic decisions, yet its impact on experience-based choices is poorly understood. In a series of experiments conducted with humans and rats, we discovered that context introduces systematic biases in value encoding, transcending species, elicitation methods, and learning modalities, and demonstrated that the composition of choice sets during learning tasks dictates participants’ responses post-learning. Importantly, our results challenge the idea that choice repetition biases are the primary mechanism underlying these effects, contributing to the ongoing debate on the functional form of context-dependence.

SPIRE - Sciences Po Institutional REpository
Laboratoire de Neurosciences Cognitives (FR), Centerforce (US)
Agence Nationale de la Recherche, Jacobs Foundation
Openalex Percentile: Top 43%
Behavioral and Psychological Studies
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