Abstract: User devices such as electronic book readers may be configured to provide a particular device experience. This device experience may comprise settings of a user interface, states of one or more applications or modules executing on the device, timing of events, and so forth. Settings, state information, timing, and so forth describing the device experience may be stored as an experience template. This experience template may be distributed to other user devices, allowing those other devices to experience the same or similar experiences.

Abstract: Some examples include receiving data from a source external to an adaptive machine learning platform that includes at least one machine learning component. Some implementations may execute a machine learning component to generate a machine learning component output. The machine learning component output may be generated at least in part based on the received data. A command may be generated based at least in part on the machine learning component output, and the command may be communicated to an action plugin. The action plugin manager may be used to configure one or more parameters of an action representing an automated workflow to be executed by the action plugin in response to receiving the command.