Model Selection in Batch Policy Optimization

Jonathan Lee, George Tucker, Ofir Nachum, Bo Dai

Abstract: We study the problem of model selection in batch policy optimization: given a fixed, partial-feedback dataset and M model classes, learn a policy with performance that is competitive with the polic...