Not with traditional 3D Gaussian splatting, but it is potentially possible to separate the time axis and do a 4D Gaussian splatting with some regularization to accommodate dynamic scenes.

Here's some early work in this area which seems promising: https://guanjunwu.github.io/4dgs/