Acyclic refers to a graph that contains no cycles. In other words, it is a graph where there is no way to start at one vertex and return to it by following the edges.
Cycle: A path that starts and ends at the same vertex, with all edges distinct.
Tree: A connected acyclic graph.
Directed Acyclic Graph (DAG): A directed graph with no directed cycles.