PolicyMediator: Multi-Regional Policy Learning through Mediation Agents with Evolving Skills in OPC Ecosystems
PolicyMediator is introduced, a cognition-constrained leader-multi-follower Stackelberg framework with bilateral mediation that improves the aggregate government objective, combining economic performance, employment benefit, and policy-access equality, by 42.4% and average OPC utility by 40.9%.