Let G be a locally compact group and \((\Phi ,\Psi )\) a complementary pair of Young functions satisfying the \(\Delta _2\) -condition. Let \(A_\Phi (G)\) be the Orlicz analogue of the Figà-Talamanca Herz algebra \(A_p(G).\) The dual of the algebra \(A_\Phi (G)\) is the space of \(\Psi \) -pseudomeasures, denoted by \(PM_\Psi (G).\) For certain topologically introverted subspaces \(\mathcal {A}\) of \(PM_\Psi (G)\) and the Banach algebras \(W_\Phi (G)\) or \(B_\Phi (G),\) denoted by \(\mathcal {B},\) we characterise the maximal regular left/right/two-sided ideals of the Banach algebras \(\mathcal {A}^{'}\) and \(\mathcal {B}^{''}\) considered with the Arens product. We further characterise the minimal left ideals of \(\mathcal {A}^{'}\) and prove the necessary and sufficient conditions for the existence of minimal ideals in the algebras \(A_\Phi (G)\) and \(\mathcal {B}.\)