Governing Strategic Dynamics: Equilibrium Stabilization via Divergence-Driven Control

Hao Shi, Xi Li, Fangfang Xie

Black-box coevolution in mixed-motive games is often undermined by opponent-drift non-stationarity and noisy rollouts, which distort progress signals and can induce cycling, Red-Qu…