On non-uniqueness and uniqueness of solutions in finite-horizon Mean Field Games

By Martino Bardi, Markus Fischer. E S A I M: Control, Optimisation and Calculus of Variations, 2017

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This paper presents a class of evolutive Mean Field Games with multiple solutions for all time horizons T and convex but non-smooth Hamiltonian H, as well as for smooth H and T large enough. The phenomenon is analysed in both the PDE and the probabilistic setting. The examples are compared with the current theory about uniqueness of solutions. In particular, a new result on uniqueness for the MFG PDEs with small data, e.g., small T, is proved. Some results are also extended to MFGs with two populations.

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