Thus, the autonomy is becoming one of the main features for service robots to carry out surveillance tasks in a hospital, inspection/maintenance operations in cultural heritage buildings or extraterrestrial service tasks in Mars. These service operations are tasks where the robot needs to interact with the environment, facing obstacles, people or the rough terrains. In the last years many service operations are requiring a higher degree of autonomy of the service robots to have a better performance and autonomy.
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