Worldline quantization of field theory, effective actions and $L_{\mathrm{\infty }}$ structure

We formulate the worldline quantization of a massive fermion model coupled to external higher spin sources. We use the relations obtained in this way to show that its regularized effective action is endowed with an $L_{\mathrm{\infty }}$ symmetry. The same result holds also for a massive scalar model.