most citedInferring perceptual decision making parameters from behavior in production and reproduction tasks

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cs.LG2022★ 1 cited

Reinforcement Learning with Non-Exponential Discounting

Matthias Schultheis, Constantin A. Rothkopf, Heinz Koeppl

Commonly in reinforcement learning (RL), rewards are discounted over time using an exponential function to model time preference, thereby bounding the expected long-term reward. In…

cs.LG2021★ 1 cited

Inferring perceptual decision making parameters from behavior in production and reproduction tasks

Nils Neupärtl, Constantin A. Rothkopf

Bayesian models of behavior have provided computational level explanations in a range of psychophysical tasks. One fundamental experimental paradigm is the production or reproducti…