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field, Statistical Reinforcement Learning: Modern Machine Learning Approaches presents fundamental concepts and practical algorithms;
Vergelijkbare producten zoals Statistical Reinforcement Learning
field, Statistical Reinforcement Learning: Modern Machine Learning Approaches presents fundamental concepts and practical algorithms;
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Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve;
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Delve into the world of reinforcement learning algorithms and apply them to different use-cases via Python. This book covers important;
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This book introduces reinforcement learning with mathematical theory and practical examples from quantitative finance using the TensorFlow;
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models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and;
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areas of learning in logic, relational learning, relational data mining, statistical relational learning, multi-relational data mining;
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Supervised Reinforcement Learning is een boek van Karla Conn;
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Written for developers with some understanding of deep learning algorithms. Experience with reinforcement learning is not required;
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Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncertain environments and a computational;
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organized in topical sections named: error bounds, sample compression schemes; statistical learning, theory, evolvability; exact and interactive;
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Deep reinforcement learning is a fast-growing discipline that is making a significant impact in fields of autonomous vehicles, robotics;
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, model-free and reinforcement learning controllers. The book begins with a brief introduction to state-of-the-art human-robot interaction control;
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A hands-on guide enriched with examples to master deep reinforcement learning algorithms with Python Key Features Your entry point into the;
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Discover recipes for developing AI applications to solve a variety of real-world business problems using reinforcement learning Key;
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extend reinforcement learning to adaptive, multitask learning in complex, dynamic environments - the goal being to understand how machines can;
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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;
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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;
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Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their;
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, multivariate analysis, hidden Markov models, reinforcement learning, kernel machines, graphical models, Bayesian estimation, and statistical testing;
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Reinforcement and Systemic Machine Learning for Decision Making explores a newer and growing avenue of machine learning algorithm in the;
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cannot. Deep Reinforcement Learning in Action teaches you the fundamental concepts and terminology of deep reinforcement learning, along;
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This book explores the combination of Reinforcement Learning and Quantum Computing in the light of complex attacker-defender scenarios;
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This book reviews research developments in diverse areas of reinforcement learning such as model-free actor-critic methods, model-based;
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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas;
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This handbook presents state-of-the-art research in reinforcement learning, focusing on its applications in the control and game theory;
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