HANDLING PERCEPTION UNCERTAINTY IN SIMULATION BASED SINGULATION PLANNING FOR ROBOTIC BIN PICKING.

Robotic bin picking requires using a perception system to estimate the pose of the parts in the bin. The selected singulation plan should be robust with respect to perception uncertainties. If the estimated posture is significantly different from the actual posture, then the singulation plan may fail during execution.