Regularized feature selection in reinforcement learning

Dean S. Wookey; George D. Konidaris

doi:10.1007/s10994-015-5518-8

Regularized feature selection in reinforcement learning

Machine Learning ◽

10.1007/s10994-015-5518-8 ◽

2015 ◽

Vol 100 (2-3) ◽

pp. 655-676 ◽

Cited By ~ 4

Author(s):

Dean S. Wookey ◽

George D. Konidaris

Keyword(s):

Feature Selection ◽

Reinforcement Learning

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Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2021.3102120 ◽

2021 ◽

pp. 1-1

Author(s):

Wei Fan ◽

Kunpeng Liu ◽

Hao Liu ◽

Yong Ge ◽

Hui Xiong ◽

...

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Decision Tree

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Reinforcement learning for dialog management using least-squares Policy iteration and fast feature selection

10.21437/interspeech.2009-659 ◽

2009 ◽

Author(s):

Lihong Li ◽

Jason D. Williams ◽

Suhrid Balakrishnan

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Least Squares ◽

Policy Iteration ◽

Dialog Management

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Feature Selection of SVM-RFE Combined with a TD Reinforcement Learning

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2018.16.10.21 ◽

2018 ◽

Vol 16 (10) ◽

pp. 21-26

Author(s):

Chayoung Kim

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Selection Of

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Multi-Task Reinforcement Learning: Shaping and Feature Selection

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

10.1007/978-3-642-29946-9_24 ◽

2012 ◽

pp. 237-248 ◽

Cited By ~ 3

Author(s):

Matthijs Snel ◽

Shimon Whiteson

Keyword(s):

Feature Selection ◽

Reinforcement Learning

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Proposing a reinforcement learning based approach for feature selection

The 16th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP 2012) ◽

10.1109/aisp.2012.6313777 ◽

2012 ◽

Author(s):

Seyed Mehdi Hazrati Fard ◽

Ali Hamzeh ◽

Sattar Hashemi

Keyword(s):

Feature Selection ◽

Reinforcement Learning

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QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection

Advances in Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-20518-8_65 ◽

2019 ◽

pp. 785-796 ◽

Cited By ~ 1

Author(s):

Souhila Sadeg ◽

Leila Hamdad ◽

Amine Riad Remache ◽

Mehdi Nedjmeddine Karech ◽

Karima Benatchba ◽

...

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Swarm Optimization

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The adaptivek-meteorologists problem and its application to structure learning and feature selection in reinforcement learning

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553406 ◽

2009 ◽

Cited By ~ 11

Author(s):

Carlos Diuk ◽

Lihong Li ◽

Bethany R. Leffler

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Structure Learning

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Feature Selection for Reinforcement Learning: Evaluating Implicit State-Reward Dependency via Conditional Mutual Information

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15880-3_36 ◽

2010 ◽

pp. 474-489 ◽

Cited By ~ 9

Author(s):

Hirotaka Hachiya ◽

Masashi Sugiyama

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Mutual Information ◽

Conditional Mutual Information ◽

Selection For

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Novel Feature Selection and Kernel-Based Value Approximation Method for Reinforcement Learning

Artificial Neural Networks and Machine Learning – ICANN 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-40728-4_22 ◽

2013 ◽

pp. 170-177 ◽

Cited By ~ 1

Author(s):

Hunor Sandor Jakab ◽

Lehel Csató

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Approximation Method

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Automatic Feature Selection for Reinforcement Learning

Adaptive Representations for Reinforcement Learning - Studies in Computational Intelligence ◽

10.1007/978-3-642-13932-1_6 ◽

2010 ◽

pp. 53-64

Author(s):

Shimon Whiteson

Keyword(s):

Feature Selection ◽

Reinforcement Learning ◽

Selection For ◽

Automatic Feature Selection

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