AI RESEARCH

A Rational Account of Categorization Based on Information Theory

arXiv CS.AI

ArXi:2603.29895v1 Announce Type: new We present a new theory of categorization based on an information-theoretic rational analysis. To evaluate this theory, we investigate how well it can account for key findings from classic categorization experiments conducted by Hayes-Roth and Hayes-Roth, Medin and Schaffer, and Smith and Minda.