A Theoretical Framework of Almost Hyperparameter-free Hyperparameter Selection Methods for Offline Policy Evaluation.

Kohei Miyaguchi

Published in: CoRR (2022)

Keyphrases

theoretical framework
model selection
least squares
cross validation
model free
machine learning
reinforcement learning
sufficient conditions
policy evaluation
fundamental principles