18. The one or more non-transitory computer-readable storage media of claim 17 , wherein the instructions further cause the one or more processors to perform: determining a confidence score for each of the one or more candidate second tasks and for each of the one or more third candidate tasks via a statistical-based task switching model; and responsive to identifying a scored candidate third task associated with a high score compared to the scored one or more second candidate tasks, modifying at least one of the one or more task switching rules, wherein the modification is based on the scored candidate third task associated with the high score.
18. The one or more non-transitory computer-readable storage media of claim 17 , wherein the instructions further cause the one or more processors to perform: determining a confidence score for each of the one or more candidate second tasks and for each of the one or more third candidate tasks via a statistical-based task switching model; and responsive to identifying a scored candidate third task associated with a high score compared to the scored one or more second candidate tasks, modifying at least one of the one or more task switching rules, wherein the modification is based on the scored candidate third task associated with the high score. 19. The one or more non-transitory computer-readable storage media of claim 18 , wherein the modifying the at least one of the or more task switching rules comprises modifying a task switching rule associated with the scored candidate third task associated with the high score, wherein the determining the one or more candidate second tasks that are capable of being activated based on the one or more task switching rules comprises determining that the scored candidate third task associated with the high score is capable of being activated based on the modified task switching rule; and wherein the activating the one of the one or more candidate second tasks comprises activating the scored candidate third task associated with the high score.