  In this paper, Doi-Peliti field theory is used to describe the motion of free
Run and Tumble particles in arbitrary dimensions. After deriving action and
propagators, the mean square displacement and the corresponding entropy
production at stationarity are calculated in this framework. We further derive
the field theory of free Active Brownian Particles in two dimensions for
comparison.
