Serbian
Reinforcement Learning
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Reinforcement Learning and Markov Decision Processes
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Altmetric BadgeChapter 2 Batch Reinforcement Learning
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Altmetric BadgeChapter 3 Least-Squares Methods for Policy Iteration
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Altmetric BadgeChapter 4 Learning and Using Models
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Altmetric BadgeChapter 5 Transfer in Reinforcement Learning: A Framework and a Survey
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Altmetric BadgeChapter 6 Sample Complexity Bounds of Exploration
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Altmetric BadgeChapter 7 Reinforcement Learning in Continuous State and Action Spaces
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Altmetric BadgeChapter 8 Solving Relational and First-Order Logical Markov Decision Processes: A Survey
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Altmetric BadgeChapter 9 Hierarchical Approaches
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Altmetric BadgeChapter 10 Evolutionary Computation for Reinforcement Learning
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Altmetric BadgeChapter 11 Bayesian Reinforcement Learning
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Altmetric BadgeChapter 12 Partially Observable Markov Decision Processes
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Altmetric BadgeChapter 13 Predictively Defined Representations of State
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Altmetric BadgeChapter 14 Game Theory and Multi-agent Reinforcement Learning
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Altmetric BadgeChapter 15 Decentralized POMDPs
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Altmetric BadgeChapter 16 Psychological and Neuroscientific Connections with Reinforcement Learning
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Altmetric BadgeChapter 17 Reinforcement Learning in Games
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Altmetric BadgeChapter 18 Reinforcement Learning in Robotics: A Survey
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Altmetric BadgeChapter 19 Conclusions, Future Directions and Outlook