This paper studies the asymptotic behavior of infinite dimensional systems determined by polynomial shift operators. The results from ergodic theory and C0‐semigroups are used to obtain a characterization of those initial states which lead to convergent solutions. Estimates on the rate of convergence for solutions are obtained under a stronger ergodic condition on corresponding initial states. The results can be used to solve the robot rendezvous problem and investigate platoon systems.