Fluid-limit trajectories conjecture for stable mean field game equilibria

From papers

Let NN be the number of players, and let nN(t)n^N(t) denote the number of players in state 00 at time tt under the unique symmetric Markov perfect equilibrium for the N+1N+1-player game. A trajectory θ=(θt:0tT)\theta=(\theta_t:0\leq t\leq T) is a fluid limit Markov perfect trajectory (FLMP trajectory) if, for some sequence of initial states with nN(0)/Nθ0n^N(0)/N\to\theta_0, the normalized state process converges to θ\theta in probability uniformly over 0tT0\leq t\leq T. Let T{\cal T} denote the mean field best-response mapping. FLMP trajectory conjecture. The FLMP trajectories are the stable fixed points of the MFG mapping T{\cal T}. The paper gives evidence for this conjecture after showing that FLMP trajectories are mean field game Nash equilibria when η>0\eta>0; identifying which mean field equilibria arise as finite-population limits remains open.

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Primary source

Bruce Hajek and Michael Livesay, “On non-unique solutions in mean field games”, arXiv:1903.05788 (2019).

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