Commitment-Based Decision Making for Bounded Agents Olivier Roy Abstract: This paper explores ways to introduce commitment, as conceived in terms of plans and intentions, into decision theory. An intention-based representation theorem is proved, along with a proposal to model how plans simplify decision making for resource-bounded agents. Keywords: Intentions; Commitments; Decision Theory; Bounded Rationality