Quantifying the Self-Interest Level of Markov Social Dilemmas

This paper introduces a novel method for estimating the self-interest level of Markov social dilemmas. We extend the concept of self-interest level from normal-form games to Markov games, providing a quantitative measure of the minimum reward exchange required to align individual and collective interests. We demonstrate our method on Commons Harvest, which represents a common-pool resource.