We discuss the existing facilities at the Design Computing and Extended Reality (DCXR) Lab at George Mason University, which comprise mostly commercial-off-the-shelf computing and extended reality devices, for conducting research on virtual reality-based training. We also share thoughts on extending the facilities for conducting more sophisticated virtual reality (VR) training research in the future, which features more advanced functionalities such as remote VR training, adaptive training, and co-training in VR. In particular, we discuss a remote VR training platform to be established between George Mason University and Purdue University.