Time constants are a measure of the time it takes for a system to respond to changes, often defined as the time required for a quantity to decrease to approximately 37% of its initial value. In RLC circuits, which include resistors, inductors, and capacitors, time constants play a critical role in understanding how quickly these circuits can charge and discharge, influencing their overall behavior and performance.