Surprise-minimization as a solution to the structural credit assignment problem
Fig 4
Linear regression between the estimated parameters of the surprise minimization model (regressors) and the behavioral measures (criteria).
A. Regression values for Experiment 1. B. Regression values Experiment 2. Implicit credit assignment is the difference in stay probabilities between relevant win/irrelevant loss and relevant loss/irrelevant win.