Reinforcement learning
- ISBN
- 0262193981
Reinforcement learning, Richard S. Sutton tarafından yazılmış bir reinforcement learning, machine learning book.
Bu kitap hakkında
Reinforcement learning is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with its environment. This book explains the main ideas and algorithms of reinforcement learning. The book is thorough in its coverage. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.
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Reinforcement learning hangi türde?+
Reinforcement learning bir Reinforcement learning, Machine learning, Artificial intelligence, Operations research kitabıdır.
Reinforcement learning ne hakkında?+
Reinforcement learning is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with its environment. This book explains the main ideas and algorithms of reinforcement learning. The book is thorough in its coverage. Part I ...
Reinforcement learning kitabını kim yazdı?+
Reinforcement learning, Richard S. Sutton tarafından yazılmıştır.