ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2021
Nonhuman Primates Satisfy Utility Maximization in Compliance with the Continuity Axiom of Expected Utility Theory.
Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Incorporating softmax in psychophysical detection models for normal and electric hearing.MethodsX · 2026Article
- Value coding by primate amygdala neurons complies with the continuity axiom of economic choice theory.Journal of neurophysiology · 2026Article
- Dynamic coding and sequential integration of multiple reward attributes by primate amygdala neurons.Nature communications · 2025Article
- A dopamine mechanism for reward maximization.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Dynamic prospect theory: Two core decision theories coexist in the gambling behavior of monkeys and humans.Science advances · 2023Article
- A neuronal prospect theory model in the brain reward circuitry.Nature communications · 2022Article
- Logistic analysis of choice data: A primer.Neuron · 2022Review
- Risky choice: Probability weighting explains independence axiom violations in monkeys.Journal of risk and uncertainty · 2022Article
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5 authors.
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Abstract
Expected Utility Theory (EUT), the first axiomatic theory of risky choice, describes choices as a utility maximization process: decision makers assign a subjective value (utility) to each choice option and choose the one with the highest utility. The continuity axiom, central to Expected Utility Theory and its modifications, is a necessary and sufficient condition for the definition of numerical utilities. The axiom requires decision makers to be indifferent between a gamble and a specific probabilistic combination of a more preferred and a less preferred gamble. While previous studies demonstrated that monkeys choose according to combinations of objective reward magnitude and probability, a concept-driven experimental approach for assessing the axiomatically defined conditions for maximizing utility by animals is missing. We experimentally tested the continuity axiom for a broad class of gamble types in 4 male rhesus macaque monkeys, showing that their choice behavior complied with the existence of a numerical utility measure as defined by the economic theory. We used the numerical quantity specified in the continuity axiom to characterize subjective preferences in a magnitude-probability space. This mapping highlighted a trade-off relation between reward magnitudes and probabilities, compatible with the existence of a utility function underlying subjective value computation. These results support the existence of a numerical utility function able to describe choices, allowing for the investigation of the neuronal substrates responsible for coding such rigorously defined quantity.
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