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Metacognition is a powerful tool that can play machine learning and commonsense reasoning off one another synergistically. Based on our previous work in metacognition, we present the vision of a long-term project called “Robot in a Room” in this paper. Similar to newborn babies trying to learn about themselves, surroundings and things that they are able to do, this new project involves a mobile robot...
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