A Hierarchical State Machine (HSM) is a model of computation that extends the traditional finite state machine by allowing states to be nested hierarchically, enabling more efficient design and management of complex systems. This approach reduces redundancy and improves modularity by allowing shared behavior among states and facilitating state reuse through inheritance.