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

1 code implementation • 11 Apr 2023 • Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao, Kelly Zhang, Susan Murphy

We use a working definition of personalization and introduce a resampling-based methodology for investigating whether the personalization exhibited by the RL algorithm is an artifact of the RL algorithm stochasticity.

Decision Making Reinforcement Learning (RL)