Jonathan N. Lee

Model Selection in Batch Policy Optimization

2021 · arXiv (Cornell University)

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 policy derived from the best …