Reward Optimization in the Primate Brain: A Probabilistic Model of Decision Making under Uncertainty
Figure 5
Effect of on speed-accuracy tradeoff.
(a) Model predictions of psychometric and chronometric functions for different values of . (b) Comparison of model predictions and experimental data for different speed-accuracy regimes. The black dots represent the response time and accuracy of a human subject in the direction discrimination task under normal speed conditions, while the red crosses represent data with a slower speed instruction. The model predictions are plotted as black solid curves (with ) and red dashed lines (), respectively. The per-step duration and non-decision residual time are fixed to be the same for both conditions: ms/step, and ms. Human data are from human subject LH in [33].