We present AvatarReX, a new method for learning NeRF-based full-body avatars from video data. The learnt avatar not only provides expressive control of the body, hands and face together, but also supports real-time animation rendering. To this end, we propose compositional representation, where are separately modeled in way that structural prior parametric mesh templates is properly utilized wi...