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library. Reinforcement Learning for Finance begins by describing methods for training neural networks. Next, it discusses CNN and RNN - two;
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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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A guide to advances in machine learning for financial professionals, with working Python code Key Features Explore advances in machine;
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concepts that build up the reinforcement learning process. Reinforcement Learning discusses algorithm implementations important for reinforcement;
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computational resources and larger datasets, machine learning has grown into an important skillset for the finance industry. This book is written for;
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computational resources and larger datasets, machine learning has grown into an important skillset for the finance industry. This book is written for;
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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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Written for developers with some understanding of deep learning algorithms. Experience with reinforcement learning is not required;
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over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for;
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identification techniques for parameter estimation. Human-Robot Interaction Control Using Reinforcement Learning offers rigorous mathematical;
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Reinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating generic;
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Reinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating generic;
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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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Discover recipes for developing AI applications to solve a variety of real-world business problems using reinforcement learning Key;
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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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learning. The authors start with overviews of motivation and reinforcement learning, then describe models for motivated reinforcement learning. The;
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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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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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of its past decisions, and uses this information to optimize its behavior for maximum long-term return. Deep reinforcement learning famously;
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Supervised Reinforcement Learning is een boek van Karla Conn;
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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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is intended for reinforcement learning students and researchers with a firm grasp of linear algebra, statistics, and optimization. Nevertheless, all;
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using TensorFlow for RL Use RL algorithms in Python and TensorFlow to solve CartPole balancing Create deep reinforcement learning algorithms to;
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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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of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part;
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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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Einde inhoud
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