Sum-of-Squares meets Nash: Optimal Lower Bounds for Finding any Equilibrium

Several works have shown unconditional hardness (via integrality gaps) of computing equilibria using strong hierarchies of convex relaxations. Such results however only apply to the problem of computing equilibria that optimize a certain objective function and not to the (arguably more fundamental) task of finding emph{any} equilibrium. W...More