Wereviewtheuseoffactorgraphsforthemodelingandsolvingof large-scaleinferenceproblemsinrobotics.Factorgraphsareafamilyof probabilisticgraphicalmodels,otherexamplesofwhichareBayesian networksandMarkovrandomfields,wellknownfromthestatistical modelingandmachinele