Phi fluctuates with surprisal: An empirical pre-study for the synthesis of the free energy principle and integrated information theory
Fig 2
Distributions of Φ and surprisal at the last generation of evolution depicted with half violin plot and half boxplot.
Distributions are shown for each task and for the hard task animats that evolved perfect fitness. The gray dots with horizontal lines represent the calculated average of the distributions.