On the Role of Counterfactuals in Learning
The following is a hypothesis regarding the purpose of counterfactual reasoning (particularly in humans). It builds on Judea Pearl's three-rung Ladder of Causation (see below). One important takeaway from this hypothesis is that counterfactuals really only make sense in the context of computationally bounded agents. (Figure taken from The Book...
Jul 11, 201811