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 ◽

Cited By ~ 2

Author(s):

Steven J. Bradtke ◽

Andrew G. Barto

Keyword(s):

Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Linear Least Squares

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Linear Least-Squares algorithms for temporal difference learning

Machine Learning ◽

10.1007/bf00114723 ◽

1996 ◽

Vol 22 (1-3) ◽

pp. 33-57 ◽

Cited By ~ 139

Author(s):

Steven J. Bradtke ◽

Andrew G. Barto

Keyword(s):

Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Linear Least Squares

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Recursive least-squares temporal difference learning for adaptive traffic signal control at intersection

Neural Computing and Applications ◽

10.1007/s00521-017-3066-9 ◽

2017 ◽

Vol 31 (S2) ◽

pp. 1013-1028 ◽

Cited By ~ 6

Author(s):

Biao Yin ◽

Mahjoub Dridi ◽

Abdellah El Moudni

Keyword(s):

Least Squares ◽

Traffic Signal ◽

Recursive Least Squares ◽

Signal Control ◽

Traffic Signal Control ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Adaptive Traffic Signal Control

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Regularized Least Squares Temporal Difference Learning with Nested ℓ2 and ℓ1 Penalization

Lecture Notes in Computer Science - Recent Advances in Reinforcement Learning ◽

10.1007/978-3-642-29946-9_13 ◽

2012 ◽

pp. 102-114 ◽

Cited By ~ 7

Author(s):

Matthew W. Hoffman ◽

Alessandro Lazaric ◽

Mohammad Ghavamzadeh ◽

Rémi Munos

Keyword(s):

Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Regularized Least Squares

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Sustainable ℓ2-regularized actor-critic based on recursive least-squares temporal difference learning

2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2017.8122892 ◽

2017 ◽

Cited By ~ 1

Author(s):

Luntong Li ◽

Dazi Li ◽

Tianheng Song

Keyword(s):

Least Squares ◽

Recursive Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning

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An efficient L2-norm regularized least-squares temporal difference learning algorithm

Knowledge-Based Systems ◽

10.1016/j.knosys.2013.02.010 ◽

2013 ◽

Vol 45 ◽

pp. 94-99 ◽

Cited By ~ 9

Author(s):

Shenglei Chen ◽

Geng Chen ◽

Ruijun Gu

Keyword(s):

Least Squares ◽

Learning Algorithm ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Regularized Least Squares ◽

L2 Norm

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Least-squares temporal difference learning based on an extreme learning machine

Neurocomputing ◽

10.1016/j.neucom.2013.11.040 ◽

2014 ◽

Vol 141 ◽

pp. 37-45 ◽

Cited By ~ 5

Author(s):

Pablo Escandell-Montero ◽

José M. Martínez-Martínez ◽

José D. Martín-Guerrero ◽

Emilio Soria-Olivas ◽

Juan Gómez-Sanchis

Keyword(s):

Least Squares ◽

Extreme Learning Machine ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Learning Machine

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An actor-critic method using Least Squares Temporal Difference learning

Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference ◽

10.1109/cdc.2009.5400592 ◽

2009 ◽

Cited By ~ 5

Author(s):

Ioannis Ch. Paschalidis ◽

Keyong Li ◽

Reza Moazzez Estanjini

Keyword(s):

Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning

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Approximate dynamic programming with recursive least-squares temporal difference learning for adaptive traffic signal control

2015 54th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2015.7402755 ◽

2015 ◽

Cited By ~ 2

Author(s):

Biao Yin ◽

Mahjoub Dridi ◽

Abdellah El Moudni

Keyword(s):

Dynamic Programming ◽

Least Squares ◽

Approximate Dynamic Programming ◽

Traffic Signal ◽

Recursive Least Squares ◽

Signal Control ◽

Traffic Signal Control ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Adaptive Traffic Signal Control

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Multikernel Recursive Least-Squares Temporal Difference Learning

Intelligent Computing Methodologies - Lecture Notes in Computer Science ◽

10.1007/978-3-319-42297-8_20 ◽

2016 ◽

pp. 205-217

Author(s):

Chunyuan Zhang ◽

Qingxin Zhu ◽

Xinzheng Niu

Keyword(s):

Least Squares ◽

Recursive Least Squares ◽

Temporal Difference ◽

Temporal Difference Learning

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Least-squares temporal difference learning with eligibility traces based on regularized extreme learning machine

2016 Chinese Control and Decision Conference (CCDC) ◽

10.1109/ccdc.2016.7532255 ◽

2016 ◽

Author(s):

Dazi Li ◽

Luntong Li ◽

Tianheng Song ◽

Qibing Jin

Keyword(s):

Least Squares ◽

Extreme Learning Machine ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Learning Machine

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