From infinity to one: The reduction of some mean field games to a global control problem

Details From infinity to one: The reduction of some mean field games to a global control problem From infinity to one: The reduction of some mean field games to a global control problem

2011-10-15

arxiv.org/abs/1110.3441v2

Mathematics

Optimization and Control

Scientific paper

This paper presents recent results from Mean Field Game theory underlying the introduction of common noise that imposes to incorporate the distribution of the agents as a state variable. Starting from the usual mean field games equations introduced by J.M. Lasry and P.L. Lions and adapting them to games on graphs, we introduce a partial differential equation, often referred to as the Master equation, from which the MFG equations can be deduced. Then, this Master equation can be reinterpreted using a global control problem inducing the same behaviors as in the non-cooperative initial mean field game.

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