Yes, a floor air conditioner needs to be vented. Unlike window air conditioners that can vent hot air outside through the window, floor air conditioners require a separate ventilation system. This is usually done by connecting the unit to a nearby window or by using a dedicated exhaust hose that is directed towards a window or an external vent. Venting is important to expel the hot air generated by the air conditioner and to maintain efficient cooling performance.