  We study the R\'enyi holographic dark energy (RHDE) model by using the future
and the particle horizons as the infrared (IR) cut-off. With the initial
condition from the literature, most of the cosmological parameters are
computed. Some of the results agree with the observation that the present
universe is in accelerating expansion and in a phantom phase.
