SNPL: Simultaneous Policy Learning and Evaluation for Safe Multi-Objective Policy Improvement

Brian Cho, Ana-Roxana Pop, Ariel Evnine +1

To design effective digital interventions, experimenters face the challenge of learning decision policies that balance multiple objectives using offline data. Often, they aim to de…