Optimizing Trajectory-Trees in Belief Space: An Application from Model Predictive Control to Task and Motion Planning

Camille Phiquepal, Marc Toussaint

This paper explores the benefits of computing arborescent trajectories (trajectory-trees) instead of commonly used sequential trajectories for partially observable robotic planning…