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cs.RO2022
Augmentation for Learning From Demonstration with Environmental Constraints
Xing Li, Manuel Baum, Oliver Brock
We introduce a Learning from Demonstration (LfD) approach for contact-rich manipulation tasks with articulated mechanisms. The extracted policy from a single human demonstration ge…
cs.RO2022
"The World Is Its Own Best Model": Robust Real-World Manipulation Through Online Behavior Selection
Manuel Baum, Oliver Brock
Robotic manipulation behavior should be robust to disturbances that violate high-level task-structure. Such robustness can be achieved by constantly monitoring the environment to o…