def __reduce__(self):
# FIXME: This does actually not feel right: We have to use the DataSet
# method here, although we inherit from sequential dataset.
_, _, state, _, _ = DataSet.__reduce__(self)
creator = self.__class__
args = self.statedim, self.actiondim
return creator, args, state, iter([]), iter({})
