Causality

Learning a Theory of Causality

The very early appearance of abstract knowledge is often taken as evidence for innateness. We explore the relative learning speeds of abstract and specific knowledge within a Bayesian framework, and the role for innate structure. We focus on …

Learning a Theory of Causality

We consider causality as a domain-general intuitive theory and ask whether this intuitive theory can be learned from cooccurrence of events. We begin by phrasing the causal Bayes nets theory of causality, and a range of alternatives, in a logical …