The Tortoise and Hare Algorithm, also known as Floyd's Cycle-Finding Algorithm, is a pointer-based technique used to detect cycles in a sequence of values, such as linked lists. By utilizing two pointers moving at different speeds, it efficiently determines if a cycle exists and identifies the starting point of the cycle without requiring additional memory.