Solving Sequential Manipulation Puzzles by Integrating Subproblem Search with Optimization-based Task and Motion Planning

Solving challenging sequential manipulation puzzles by searching over sequences of easier pick-and-place subproblems, which can lead to the solution of the original manipulation problem.