Adaptive Representations for Reinforcement Learning formatIsbn:Hardcover - 9783642139314 5LEITPOSITIONEN (LP)11

5LEITPOSITIONEN (LP)11

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Adaptive Representations for Reinforcement Learning formatIsbn:Hardcover - 9783642139314 5LEITPOSITIONEN (LP)11This book presents new algorithms for reinforcement learning, a form of machine learning in which an autonomous agent seeks a control policy for a sequential decision task. Since current methods typically rely on manually designed solution representations, agents that automatically adapt their own representations have the potential to dramatically improve performance. This book introduces two novel approaches for automatically discovering high