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Carlo D’Eramo is a professor of computer science at the University of Würzburg. He is an expert in reinforcement learning, a form of machine learning that does not require data input from humans. Instead, the algorithms gain experience by solving tasks in simulation runs and are rewarded for correct decisions. This positive reinforcement encourages the algorithms to learn and improve their performance.