Items where Author is "Uehara, Masatoshi"

Item Type No Grouping

Future-dependent value-based off-policy evaluation in POMDPs. Uehara, Masatoshi; Kiyohara, Haruka; Bennett, Andrew; Chernozhukov, Victor; Jiang, Nan; Kallus, Nathan; Shi, Chengchun; Sun, Wenguang picture_as_pdf

A minimax learning approach to off-policy evaluation in confounded Partially Observable Markov Decision Processes. Shi, Chengchun; Uehara, Masatoshi; Uehara, Masatoshi; Huang, Jiawei; Jiang, Nan picture_as_pdf

A review of off-policy evaluation in reinforcement learning. Uehara, Masatoshi; Shi, Chengchun; Kallus, Nathan picture_as_pdf