Learning Sequential Decisions from Multiple Sources via Group-Robust Markov Decision Processes

Mingyuan Xu, Zongqi Xia, Tianxi Cai +2

We often collect data from multiple sites (e.g., hospitals) that share common structure but also exhibit heterogeneity. This paper aims to learn robust sequential decision-making p…