The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors

DOI10.1162/NECO.2008.20.1.227zbMath1207.92050OpenAlexW2172030907WikidataQ51899607 ScholiaQ51899607MaRDI QIDQ3539961

Tomoki Fukai, Yutaka Sakai

Publication date: 19 November 2008

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/neco.2008.20.1.227

Mathematics Subject Classification ID

Neural biology (92C20) Animal behavior (92D50)

Related Items (6)

Statistical Mechanics of Reward-Modulated Learning in Decision-Making Networks ⋮ A stochastic policy search model for matching behavior ⋮ Model-based estimation of subjective values using choice tasks with probabilistic feedback ⋮ The relation between reinforcement learning parameters and the influence of reinforcement history on choice behavior ⋮ Dynamical Regimes in Neural Network Models of Matching Behavior ⋮ Operant Matching as a Nash Equilibrium of an Intertemporal Game

Cites Work

• Long-Term Reward Prediction in TD Models of the Dopamine System

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