Kinetic Molecular Theory explains the behavior of gases by assuming that they are composed of a large number of small particles in constant, random motion, and that the collisions between these particles and the walls of their container account for gas pressure. This theory helps to understand macroscopic properties of gases such as temperature, pressure, and volume through the microscopic interactions of particles.