Symmetric invariants related to representations of exceptional simple groups

We classify the finite-dimensional rational representations $V$ of the exceptional algebraic groups $G$ with $\mathfrak g=\mathsf{Lie\,} G$ such that the symmetric invariants of the semi-direct product $\mathfrak g\ltimes V\!$, where $V$ is an Abelian ideal, form a polynomial ring.