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Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks.

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks.

Many important behavior changes are frictionful; they require individuals to expend effort over a long period with little immediate gratification. Here, an artificial intelligence (AI) agent can provide personalized interventions to help individuals stick to their goals. In these settings, the AI agent must personalize rapidly (before the individual disengages) …