Estimation of multiple random integrals and $U$-statistics

Here I give a short survey of some problems on multiple random integrals and $U$-statistics together with some other questions which occur during their study in a natural way. I write down the main results, discuss their background together with some pictures and mathematical ideas which explain them better.