Round Robin Scheduling is a pre-emptive CPU scheduling algorithm designed to allocate time slices to each process in equal portions and in circular order, ensuring fairness and reducing waiting time. It is particularly effective in time-sharing systems where each process needs an equal opportunity to execute, minimizing response time and avoiding starvation.