Model-based estimation of subjective values using choice tasks with probabilistic feedback

DOI10.1016/J.JMP.2017.05.005zbMath1397.92756OpenAlexW2647691324MaRDI QIDQ1679033

Kentaro Katahira, Kazuo Okanoya, Shoko Yuki

Publication date: 8 November 2017

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmp.2017.05.005

zbMATH Keywords

reinforcement learningmodel-based estimationchoice behaviorrandom feedbacksubjective value

Mathematics Subject Classification ID

Animal behavior (92D50)

Related Items (1)

The statistical structures of reinforcement learning with asymmetric value updates

Cites Work

• The relation between reinforcement learning parameters and the influence of reinforcement history on choice behavior
• Estimating the dimension of a model
• \({\mathcal Q}\)-learning
• The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors
• Prospect Theory: An Analysis of Decision under Risk
• A new look at the statistical model identification

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