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XPERIENCE - Robots Bootstrapped through Learning from Experience

XPERIENCE - Robots Bootstrapped through Learning from Experience

This video was recorded at 5th International Conference on Cognitive Systems 2012, Vienna. Current research in enactive, embodied cognition is built on two central ideas: 1) Physical interaction with and exploration of the world allows an agent to acquire and extend intrinsically grounded, cognitive representations and, 2) representations built from such interactions are much better adapted to guiding behaviour than human crafted rules or control logic. Exploration and discriminative learning, however are relatively slow processes. Humans, on the other hand, are able to rapidly create new concepts and react to unanticipated situations using their experience. "Imagining" and "internal simulation", hence generative mechanisms which rely on prior knowledge are employed to predict the immediate... Show More

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