In the EBDM framework for task-oriented dialogs, agenda graph is manually designed to address two aspects of a dialog management: (1) Keeping track of the dialog state with a view to ensuring steady progress towards task completion, and (2) Supporting n-best recognition hypotheses to improve the robustness of dialog manager.
manually building such graphs for various applications may be labor intensive and time consuming.