  This paper is concerned with the approximation to invariant measures for
Langevin dynamics of McKean--Vlasov type. Under dissipativity and Lipschitz
conditions, we prove that the empirical measures of both the mean-field and
self-interacting Langevin dynamics converge to the invariant measure in the
Wasserstein distance. Numerical experiments are conducted to illustrate
theoretical results.
