An actuator assembly for use in an active suspension includes a drive assembly having a first portion and a second portion configured to translate relative to each other. The first portion is coupled to a sprung mass and the second portion is coupled to an unsprung mass. The actuator assembly includes an air spring assembly disposed about the drive assembly having a first portion disposed in proximity to the sprung mass and a second portion disposed in proximity to the unsprung mass, the air spring assembly defining an air volume pressurized at an air pressure greater than atmospheric pressure. The actuator assembly includes a cooling assembly having a set of drive assembly channels disposed within the air volume and in thermal communication with the drive assembly and a pump disposed in fluid communication with the set of drive assembly channels.