6 citations · 10 across the 3 of their papers we have counts for
3 papers
Multi-Arm Bin-Picking in Real-Time: A Combined Task and Motion Planning Approach
Ilyes Toumi, Andreas Orthey, Alexander von Rohr +1
Automated bin-picking is a prerequisite for fully automated manufacturing and warehouses. To successfully pick an item from an unstructured bin the robot needs to first detect poss…
Excursion Search for Constrained Bayesian Optimization under a Limited Budget of Failures
Alonso Marco, Alexander von Rohr, Dominik Baumann +2
When learning to ride a bike, a child falls down a number of times before achieving the first success. As falling down usually has only mild consequences, it can be seen as a toler…
A Learnable Safety Measure
Steve Heim, Alexander von Rohr, Sebastian Trimpe +1
Failures are challenging for learning to control physical systems since they risk damage, time-consuming resets, and often provide little gradient information. Adding safety constr…