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Full-Text Articles in Computer Engineering
An Embodied Approach To Evolving Robust Visual Classifiers, Karol Zieba
An Embodied Approach To Evolving Robust Visual Classifiers, Karol Zieba
Graduate College Dissertations and Theses
From the very creation of the term by Czech writer Karel Capek in 1921, a "robot" has been synonymous with an artificial agent possessing a powerful body and cogitating mind. While the fields of Artificial Intelligence (AI) and Robotics have made progress into the creation of such an android, the goal of a cogitating robot remains firmly outside the reach of our technological capabilities. Cognition has proved to be far more complex than early AI practitioners envisioned. Current methods in Machine Learning have achieved remarkable successes in image categorization through the use of deep learning. However, when presented with novel …