Hierarchical State Machines (HSMs) extend finite state machines by allowing states to be nested within other states, enabling more efficient modeling of complex systems with shared behaviors and reducing redundancy. They facilitate modular design, making it easier to manage and understand large-scale systems by encapsulating related states and transitions within a hierarchy.