Directed Acyclic Graphs, or DAGs, are graphical representations used to illustrate the causal relationships between variables. They consist of nodes (representing variables) and directed edges (arrows) that indicate the direction of causality. The term "acyclic" means that the graph does not contain any loops, so you cannot start at one node and return to it by following the directed edges.