Si-Lun Zhang

Adaptive Incentive Design for Linear-Quadratic Dynamic Games: No-Regret Social Coordination

Incentives can align private interests with collective goals, but their design becomes intertwined with learning when agents'preferences are unknown. This paper develops an adaptive incentive-design framework for multi-agent linear-quadratic dynamic games, where a system planner can simultaneously learn agents'private...