  We study a form of cyclic pursuit on Riemannian manifolds with positive
injectivity radius. We conjecture that on a compact manifold, the piecewise
geodesic loop formed by connecting consecutive pursuit agents either collapses
in finite time or converges to a closed geodesic. The main result is that this
conjecture is valid for nonpositively curved compact manifolds.
