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Algorithms for Reinforcement Learning
Synthesis Lectures on Artificial Intelligence and Machine Learning
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Autor Csaba Grossi
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Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a long-term objective. What distinguishes reinforcement learning from supervised learning is that only partial feedback is given to the learner about the learner's predictions.
Algorithms for Reinforcement Learning