Offline Action-Free Learning of Ex-BMDPs by Comparing Diverse Datasets

Alexander Levine, Peter Stone, Amy Zhang

While sequential decision-making environments often involve high-dimensional observations, not all features of these observations are relevant for control. In particular, the obser…