AGM stands for Absorbed Glass Mat.

It basically is a different type of battery construction that uses fiberglass material between the lead plates of a battery to hold the electrolyte in place near the lead plates. The fiberglass material also helps to give the battery vibration resistance, which is why AGM batteries are recommended in extreme applications.