Rapidly exploring Random Trees (RRTs) (S. M. LaValle - oct '98) * path planning, continuous environment * Keep a tree from the start state * Probability P - expand towards goal * Probability (1-P) - expand towards random point * Requires fast collision detection * Has problems with small gaps