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An Actor-Critic Contextual Bandit Algorithm for Personalized Mobile Health Interventions
[article]
2022
arXiv
pre-print
Increasing technological sophistication and widespread use of smartphones and wearable devices provide opportunities for innovative and highly personalized health interventions. A Just-In-Time Adaptive Intervention (JITAI) uses real-time data collection and communication capabilities of modern mobile devices to deliver interventions in real-time that are adapted to the in-the-moment needs of the user. The lack of methodological guidance in constructing data-based JITAIs remains a hurdle in
arXiv:1706.09090v2
fatcat:lqulwrcv2jccvfdl53wlglktq4