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An important question in self-learning robots is how robots can autonomously learn about and act in their environment in an on-line and unsupervised manner. This paper introduces and evaluates Context Recognition in Data Streams (CoRDS), a method that enables a robot to identify and recognise different situations in its environment. CoRDS achieves this by processing the data stream from the robot’s...
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