We simulate the dynamics of Rydberg atoms resonantly exchanging energy via two-, three-, and four-body dipole-dipole interactions in a one-dimensional array. Using a simplified model of a realistic experimental system, we study the initial state survival probability, level spacing statistics, spread of entanglement, and properties of the energy eigenstates. By exploring a range of disorders and interaction strengths, we find regions in parameter space where the three-and four-body dynamics exhibit nonergodic behavior and either fail to reach thermodynamic equilibrium or do so slowly. The interplay between the always-resonant and field-tuned interactions gives rise to quantum many-body scar states, which play a critical role in slowing the dynamics of the three-and four-body interactions.