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Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines

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Online reinforcement learning (RL) algorithms are increasingly used to personalize digital interventions in the fields of mobile health and online education. Common challenges in designing and testing an RL algorithm in these settings include ensuring the RL a... ...