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The ultimate goal of Autonomous Mobile Manipulation is the execution of complex manipulation tasks, in unstructured and dynamic environments, in which cooperation with humans may be required. To achieve this goal, several scientific and engineering challenges, currently beyond the state of the art in robotics, must be addressed.