Ontology highlight
ABSTRACT:
SUBMITTER: Wang S
PROVIDER: S-EPMC8523513 | biostudies-literature | 2021 Oct
REPOSITORIES: biostudies-literature
Wang Shihan S Zhang Chao C Kröse Ben B van Hoof Herke H
Journal of medical systems 20211018 12
Mobile health (mHealth) intervention systems can employ adaptive strategies to interact with users. Instead of designing such complex strategies manually, reinforcement learning (RL) can be used to adaptively optimize intervention strategies concerning the user's context. In this paper, we focus on the issue of overwhelming interactions when learning a good adaptive strategy for the user in RL-based mHealth intervention agents. We present a data-driven approach integrating psychological insights ...[more]