Learning Structured Decision Problems with Unawareness

Craig Innes, Alex Lascarides

Abstract: Structured models of decision making often assume an agent is aware of all possible states and actions in advance. This assumption is sometimes untenable. In this paper, we learn Bayesian Decision ...