If you remove the keywords, it should work (i.e. foo.binomial(total, prob)).
These new random variables should have arguments that match the numpy.random[.RandomState] interface (in order at the very least), and–if they don’t–create an issue in the Aesara repo. In this instance, there’s a case to be made for allowing keyword arguments, but I’m not sure that’s a real priority right now.