Optimal mean-field coarse-correlated equilibriaa linear-programming and no-regret approach
De Luciano Campi
Dynamic universal approximation and optimal control for path-dependent systems via signature SDEs
De Christa Cuchiero
Apparaît dans la collection : 2015 - T1 - Disordered systems, random spatial processes and some applications
Stationary non-equilibrium states describe steady flows through macroscopic systems. Although they represent the simplest generalization of equilibrium states, they exhibit a variety of new phenomena. Within a statistical mechanics approach, these states have been the subject of several theoretical investigations, both analytic and numerical. The macroscopic fluctuation theory, based on a formula for the probability of joint space-time fluctuations of thermodynamic variables and currents, provides a unified macroscopic treatment of such states for driven diffusive systems. The course will give a review of this theory including its main predictions and some relevant applications.