Adaptive Battery is an expansion of the Doze feature introduced in Android 6 Marshmallow. Doze put apps that you weren’t using into a “deep sleep” to prevent them from wasting battery. Now, Adaptive Battery goes further by learning about the apps and services you use most often, then adjusting what you don’t use as much to use less battery.