Fluid-limit trajectories conjecture for stable mean field game equilibria
Fluid-limit trajectories conjecture for stable mean field game equilibria
Let be the number of players, and let denote the number of players in state at time under the unique symmetric Markov perfect equilibrium for the -player game. A trajectory is a fluid limit Markov perfect trajectory (FLMP trajectory) if, for some sequence of initial states with , the normalized state process converges to in probability uniformly over . Let denote the mean field best-response mapping. FLMP trajectory conjecture. The FLMP trajectories are the stable fixed points of the MFG mapping . The paper gives evidence for this conjecture after showing that FLMP trajectories are mean field game Nash equilibria when ; 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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