Personalized therapy can lead to improved health outcomes.Approaches to automatically adapt therapeutic content exist but may not generalize to all individuals.A new approach using physiological measures to adapt therapeutic content has been proposed.The approach incorporates reinforcement learning and outperforms rules-based methods in a human subject study.