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Abstract: Machine learning is a subset of Artificial intelligence. Algorithms for machine learning automatically learn from experience and improve from it without being explicitly programmed. Machine ...

With this basic formula, many policy-gradient algorithms, including those that have previously appeared in the literature, can be easily developed. The formula follows naturally from a sensitivity ...