The relation between reinforcement learning parameters and the influence of reinforcement history on choice behavior

DOI10.1016/J.JMP.2015.03.006zbMath1354.91132OpenAlexW318591133MaRDI QIDQ894100

Kentaro Katahira

Publication date: 23 November 2015

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

Full work available at URL: https://doi.org/10.1016/j.jmp.2015.03.006

zbMATH Keywords

reinforcement learninghistory dependenceregression modelmodel-based analysis

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Neural biology (92C20) Memory and learning in psychology (91E40) Animal behavior (92D50) Applications of statistics to psychology (62P15)

Related Items (3)

How hierarchical models improve point estimates of model parameters at the individual level ⋮ Model-based estimation of subjective values using choice tasks with probabilistic feedback ⋮ The statistical structures of reinforcement learning with asymmetric value updates

Cites Work

• Reinforcement learning in the brain
• \({\mathcal Q}\)-learning
• Statistical Mechanics of Reward-Modulated Learning in Decision-Making Networks
• The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors

This page was built for publication: The relation between reinforcement learning parameters and the influence of reinforcement history on choice behavior