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

Mingyuan Xu, Zongqi Xia, Tianxi Cai +2

Learning a common policy from multiple source environments requires accounting for cross-source heterogeneity, and the offline setting introduces an additional challenge of limited…