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Abstract:
Despite the rapidly increasing computational power of to-day’s computers, a key challenge in robotics and artificial intelligenceis successful and smooth interaction with the environment – somethingthat comes naturally for most humans. Which strategies enable humansto learn about and adapt to an environment with such high computa-tional complexity? What can machines learn from human strategies inorder to exploit their computational powers efficiently and be a natural,understandable and manageable part of our everyday lives? We reviewhow a proposed research program, centered around a novel version of thecode-breaking game Mastermind, sets out to address these questions.