Meta patents XR system that suggests automated rules based on user behavior

1. An extended reality system comprising: a head-mounted device comprising a display that displays content to a user and one or more cameras; one or more processors; and one or more memories accessible to the one or more processors, the one or more memories storing a plurality of instructions executable by the one or more processors, the plurality of instructions comprising instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising: collecting, at the one or more cameras, data comprising characteristics of activities performed by the user in a real-world environment, a virtual environment, or a combination thereof; at a first point in time: generating a policy based on the data and model parameters learned from historical policies, wherein the policy comprises one or more actions and one or more conditions for executing the one or more actions via the head-mounted device, and wherein the one or more actions and the one or more conditions are determined from the characteristics of the activities; presenting, at the display of the head-mounted device, a user interface that includes a representation of the policy; and in response to receiving a user input indicating that the user approves of the policy, saving the policy; and at a second point in time, after the first point in time: generating a modified policy based on, at least, user interactions via the head-mounted device with respective actions executed in accordance with the policy, wherein the modified policy comprises one or more modified actions and one or more modified conditions for executing the one or more modified actions via the head-mounted device; presenting, at the display of the head-mounted device, another user interface that includes a representation of the modified policy; and in response to receiving another user input indicating that the user approves of the modified policy, using the modified policy to determine when to execute the one or more modified actions via the head-mounted device.