Activity diagrams in UML represent dynamic aspects of system behavior, visualizing user and system actions in a sequence. Key elements include start points, actions (rectangles), conditions (diamonds), and the flow of processes. The example of an ATM transaction illustrates how to depict various activities and decision points effectively.