Policy-Gradients for PSRs and POMDPs

Douglas Aberdeen, Olivier Buffet, Owen Thomas

Abstract: In uncertain and partially observable environments control policies must be a function of the complete history of actions and observations. Rather than present an ever growing history to a learner,...