Anderson localization (AL) is known as a consequence of interference between multiple scattering paths. However, decoherence destroys interference phenomena. In this paper, we studied how AL of composite particles can be suppressed by decoherence due to their own internal states. We showed that decoherence due to the internal states can reduce localization or even may induce extended states on a 2D lattice.