Learning Incentive Structures for Cooperative Resilience in Multi-Agent Systems under Social Dilemmas

ArXi:2601.22292v2 Announce Type: replace-cross Multi-agent social dilemmas, such as the tragedy of the commons, capture settings where individual incentives conflict with collective well-being, making these systems highly vulnerable to collapse under disruptions. In this context, this work studies cooperative resilience, understood as the system-level ability to maintain collective well-being under perturbations through adaptive agent behavior.