Computing and Learning Stationary Mean Field Equilibria with Scalar Interactions: Algorithms and Applications

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Mean field equilibrium (MFE) has emerged as a computationally tractable solution concept for large dynamic games. However, computing MFE remains challenging due to nonlinearities a…