Budget-Constrained Coalition Strategies with Discounting

Budget-Constrained Coalition Strategies with Discounting

Lia Bozzone, Pavel Naumov

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
Main Track. Pages 1808-1814. https://doi.org/10.24963/ijcai.2021/249

Discounting future costs and rewards is a common practice in accounting, game theory, and machine learning. In spite of this, existing logics for reasoning about strategies with cost and resource constraints do not account for discounting. The paper proposes a sound and complete logical system for reasoning about budget-constrained strategic abilities that incorporates discounting into its semantics.
Keywords:
Knowledge Representation and Reasoning: Action, Change and Causality