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AUGMENTING EHEALTH INTERVENTIONS WITH LEARNING AND ADAPTATION CAPABILITIES

机译:通过学习和适应能力增强对健康的干预

摘要

In an embodiment, 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.
机译:在一个实施例中,一种计算机实现的方法,包括:为用户接收上下文信息;以及根据接收到的上下文信息更新用户状态;通过基于更新的用户状态执行第一干预算法,在第一间隔内向用户提供电子干预;以及基于执行第二干预算法在第二时间间隔内向用户提供电子干预,该第二干预算法基于用户的进一步更新的用户状态和第一时间间隔的电子干预来最大化奖励功能,该第二类型的第二干预算法比第一种干预算法

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