Variational Free Energy: Getting-Started Guide and Resource Compendium

Many of you who have followed the evolution of this variational inference discussion (over the past ten blogposts), may be wondering where to start. This would be particularly true for readers who are not necessarily familiar with the variational-anything literature, and would like to begin with the easiest, most intuitive-explanatory articles possible, and then gently… Continue reading Variational Free Energy: Getting-Started Guide and Resource Compendium

Variational Free Energy and Active Inference: Pt 1

Overarching Story Line This new blogpost series, on variational free energy and active inference, presents tutorial-level studies centered on the free energy equation (Eq. 2.7) of Karl Friston’s 2013 paper, “Life as We Know It.” Specifically, we’re focused on the free energy equation shown in Figure 1 below. Over this blogpost series, we will reinforce… Continue reading Variational Free Energy and Active Inference: Pt 1