Offline Reinforcement Learning Under Value and Density-Ratio Realizability: the Power of Gaps.

Jinglin Chen Nan Jiang

Published in: CoRR (2022)

Keyphrases

reinforcement learning
density ratio
least squares
machine learning
density ratio estimation
learning process
data mining
active learning
probability distribution
semi parametric
covariate shift