Fig. 7: Experiment 1 parameter recovery for the fourB_oneQ model.
From: Reinforcement learning increasingly relates to memory specificity from childhood to adulthood
A Correlations between simulated and recovered parameter values for the fourB_oneQ model ranged from 0.73 to 0.91. Choice data were simulated for 15,100 agents, with parameter values sampled from uniform distributions with minima and maxima determined by the minimum and maximum parameter estimates from the fitted data. B Exemplar choice weight values influenced category choice weight recoverability, such that category choice weights could be better recovered when exemplar choice weights were lower.
