Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis

Sihan Zeng, Sujay Bhatt, Alec Koppel +1

We consider discrete-time stationary mean field games (MFG) with unknown dynamics and design algorithms for finding the equilibrium with finite-time complexity guarantees. Prior so…