Latent planners can pick the wrong way: at an acute bend, terminal distance ranks the backward candidate first
When a latent world model ranks candidate actions by terminal Euclidean distance to a goal latent, an acute bend at a mandatory junction can make it prefer a candidate that moves backward over one that makes real progress, even with exact rollouts.