Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling

Susobhan Ghosh, Raphael Kim, Prasidh Chhabria +5

There is a growing interest in using reinforcement learning (RL) to personalize sequences of treatments in digital health to support users in adopting healthier behaviors. Such seq…