Augmenting ehealth interventions with learning and adaptation capabilities

A computer-implemented method, comprising:

• receiving contextual information for a user;
• updating a user state based on the received contextual information;
• providing electronic interventions to the user over a first interval by executing a first intervention algorithm based on the updated user state;
• and
• providing electronic interventions to the user over a second interval based on executing a second intervention algorithm that maximizes a reward function based on a further updated user state of the user and the electronic interventions of the first interval, the second intervention algorithm of a different type than the first intervention algorithm.

A non-transitory, computer readable medium comprising instructions that, when executed by a processing system, causes the processing system to:

• receive contextual information for a user;
• update a user state based on the received contextual information;
• provide electronic interventions to the user over a first interval by executing a first intervention algorithm based on the updated user state;
• and
• provide electronic interventions to the user over a second interval based on executing a second intervention algorithm that maximizes a reward function based on a further updated user state of the user and the electronic interventions of the first interval, the second intervention algorithm of a different type than the first intervention algorithm.