Recent Advances in Reinforcement Learning
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12

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3

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Published By Springer US

9780792397052

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Average Reward Reinforcement Learning: Foundations, Algorithms, and Empirical Results

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_8 ◽

2007 ◽

pp. 159-195 ◽

Author(s):

Sridhar Mahadevan

Keyword(s):

Reinforcement Learning ◽

Average Reward ◽

Empirical Results

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Introduction

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_2 ◽

2007 ◽

pp. 7-9

Author(s):

Leslie Pack Kaelbling

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Linear Least-Squares Algorithms for Temporal Difference Learning

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_4 ◽

2007 ◽

pp. 33-57 ◽

Author(s):

Steven J. Bradtke ◽

Andrew G. Barto

Keyword(s):

Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Linear Least Squares

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The Loss from Imperfect Value Functions in Expectation-Based and Minimax-Based Tasks

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_9 ◽

2007 ◽

pp. 197-225 ◽

Author(s):

Matthias Heger

Keyword(s):

Value Functions

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Technical Note

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_12 ◽

2007 ◽

pp. 283-290

Author(s):

Jing Peng ◽

Ronald J. Williams

Keyword(s):

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The Effect of Representation and Knowledge on Goal-Directed Exploration with Reinforcement-Learning Algorithms

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_10 ◽

2007 ◽

pp. 227-250

Author(s):

Sven Koenig ◽

Reid G. Simmons

Keyword(s):

Reinforcement Learning ◽

Learning Algorithms

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Editorial

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_1 ◽

2007 ◽

pp. 5-6

Author(s):

Thomas G. Dietterich

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Efficient Reinforcement Learning through Symbiotic Evolution

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_3 ◽

2007 ◽

pp. 11-32 ◽

Author(s):

David E. Moriarty ◽

Risto Miikkulainen

Keyword(s):

Reinforcement Learning

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Creating Advice-Taking Reinforcement Learners

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_11 ◽

2007 ◽

pp. 251-281

Author(s):

Richard Maclin ◽

Jude W. Shavlik

Keyword(s):

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Reinforcement Learning with Replacing Eligibility Traces

Recent Advances in Reinforcement Learning ◽

10.1007/978-0-585-33656-5_7 ◽

2007 ◽

pp. 123-158 ◽

Author(s):

Satinder P. Singh ◽

Richard S. Sutton

Keyword(s):

Reinforcement Learning

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