Controlling Strategic Multi-Agent Systems: Steering Game Dynamics Towards Desired Outcomes

A central planner can guide strategic multi-agent systems towards stability and socially optimal outcomes by dynamically adjusting rewards and penalties to influence agent behavior, even when the underlying dynamics are unknown.