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Reinforcement Learning

Overview of attention for book
Cover of 'Reinforcement Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Reinforcement Learning and Markov Decision Processes
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    Chapter 2 Batch Reinforcement Learning
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    Chapter 3 Least-Squares Methods for Policy Iteration
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    Chapter 4 Learning and Using Models
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    Chapter 5 Transfer in Reinforcement Learning: A Framework and a Survey
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    Chapter 6 Sample Complexity Bounds of Exploration
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    Chapter 7 Reinforcement Learning in Continuous State and Action Spaces
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    Chapter 8 Solving Relational and First-Order Logical Markov Decision Processes: A Survey
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    Chapter 9 Hierarchical Approaches
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    Chapter 10 Evolutionary Computation for Reinforcement Learning
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    Chapter 11 Bayesian Reinforcement Learning
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    Chapter 12 Partially Observable Markov Decision Processes
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    Chapter 13 Predictively Defined Representations of State
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    Chapter 14 Game Theory and Multi-agent Reinforcement Learning
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    Chapter 15 Decentralized POMDPs
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    Chapter 16 Psychological and Neuroscientific Connections with Reinforcement Learning
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    Chapter 17 Reinforcement Learning in Games
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    Chapter 18 Reinforcement Learning in Robotics: A Survey
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    Chapter 19 Conclusions, Future Directions and Outlook
Attention for Chapter 5: Transfer in Reinforcement Learning: A Framework and a Survey
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Chapter title
Transfer in Reinforcement Learning: A Framework and a Survey
Chapter number 5
Book title
Reinforcement Learning
Published by
Springer Berlin Heidelberg, January 2012
DOI 10.1007/978-3-642-27645-3_5
Book ISBNs
978-3-64-227644-6, 978-3-64-227645-3
Authors

Alessandro Lazaric, Lazaric, Alessandro

Editors

Marco Wiering, Martijn van Otterlo

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 160 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 2 1%
China 1 <1%
Spain 1 <1%
United States 1 <1%
Poland 1 <1%
Unknown 154 96%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 52 33%
Student > Master 24 15%
Researcher 13 8%
Student > Doctoral Student 11 7%
Student > Bachelor 7 4%
Other 22 14%
Unknown 31 19%
Readers by discipline Count As %
Computer Science 80 50%
Engineering 24 15%
Mathematics 3 2%
Energy 2 1%
Social Sciences 2 1%
Other 12 8%
Unknown 37 23%

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