A rational singularity is a type of singularity on an algebraic variety where the resolution of singularities has trivial higher direct images of the structure sheaf, indicating a certain 'mildness' of the singularity. These singularities are significant in algebraic geometry as they often allow for the use of powerful tools like duality theorems and are closely related to other types of singularities such as log terminal and canonical singularities.