AGM Theory, named after Alchourrón, Gärdenfors, and Makinson, is a formal framework in belief revision that describes how rational agents should change their beliefs in light of new information. It provides postulates for adding, removing, or modifying beliefs to maintain consistency and coherence in a belief system.