Activity diagrams in UML represent the dynamics and workflows of systems through flow charts, detailing the sequence and parallel execution of activities. They are valuable for analyzing use cases and understanding multi-threaded applications, but are not suitable for showing object collaboration. Key features include decision points, synchronizations, and swimlanes that delineate responsibilities across various actors in the workflow.