Task and Motion Planning

In this paper, we showed that a simple heuristic to estimate motion planning feasibility can improve scalability of task-motion planning. We intentionally under-approximate the motion planning problem to maximize benefit while minimizing disadvantages of the heuristic. Learning Feasibility for Task and Motion Planning in Tabletop Environments