Cover of Masashi Sugiyama: Statistical Reinforcement Learning

Masashi Sugiyama Statistical Reinforcement Learning

Modern Machine Learning Approaches

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CRC Press

2015

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978-1-4398-5690-1

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Reinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating generic reward signals with its past actions. With numerous successful applications in business intelligence, plant control, and gaming, the RL framework is ideal for decision making in unknown environments with large amo

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