Moiré interlayer exciton in transition metal dichaicogenide heterobilayer features a permanent electric dipole that enables the electrostatic control of its flow,and optical dipole that is spatially varying in the moiré landscape.We show the hybridization of moiré interlayer exciton with photons in a planar 2D cavity leads to two types of moiré polaritons that exhibit distinct forms of topological transport phenomena including the spin/valley Hall and polarization Hall effects,which feature remarkable electrical tunability through the control of exciton-cavity detuning by the interlayer bias.