Multi-objective Reinforcement Learning for Cognitive Satellite Communications using Deep Neural Network Ensembles

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2018.2832820 ◽

2018 ◽

pp. 1-1 ◽

Author(s):

Paulo Victor R. Ferreira ◽

Randy Paffenroth ◽

Alexander M. Wyglinski ◽

Timothy M. Hackett ◽

Sven G. Bilen ◽

...

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Deep Neural Network ◽

Satellite Communications ◽

Multi Objective ◽

Neural Network Ensembles ◽

Network Ensembles

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EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION APPROACH TO CONSTRUCTING NEURAL NETWORK ENSEMBLES FOR REGRESSION

Applications of Multi-Objective Evolutionary Algorithms - Advances in Natural Computation ◽

10.1142/9789812567796_0027 ◽

2004 ◽

pp. 635-673 ◽

Author(s):

Yaochu Jin ◽

Tatsuya Okabe ◽

Bernhard Sendhoff

Keyword(s):

Neural Network ◽

Optimization Approach ◽

Multi Objective Optimization ◽

Multi Objective ◽

Neural Network Ensembles ◽

Network Ensembles

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Selective neural network ensembles in reinforcement learning: Taking the advantage of many agents

Neurocomputing ◽

10.1016/j.neucom.2014.11.075 ◽

2015 ◽

Vol 169 ◽

pp. 350-357 ◽

Author(s):

Stefan Faußer ◽

Friedhelm Schwenker

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Neural Network Ensembles ◽

Network Ensembles

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Deep Neural Network Ensembles

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37599-7_1 ◽

2019 ◽

pp. 1-12 ◽

Author(s):

Sean Tao

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Neural Network Ensembles ◽

Network Ensembles

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Evaluating Deep Neural Network Ensembles by Majority Voting Cum Meta-Learning Scheme

Advances in Intelligent Systems and Computing - Soft Computing and Signal Processing ◽

10.1007/978-981-16-1249-7_4 ◽

2021 ◽

pp. 29-37

Author(s):

Anmol Jain ◽

Aishwary Kumar ◽

Seba Susan

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Majority Voting ◽

Learning Scheme ◽

Meta Learning ◽

Neural Network Ensembles ◽

Network Ensembles

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Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction

Neurocomputing ◽

10.1016/j.neucom.2014.05.062 ◽

2014 ◽

Vol 143 ◽

pp. 302-311 ◽

Author(s):

Christopher Smith ◽

Yaochu Jin

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Time Series Prediction ◽

Multi Objective ◽

Neural Network Ensembles ◽

Network Ensembles

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Improving deep neural network ensembles using reconstruction error

2015 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2015.7280524 ◽

2015 ◽

Author(s):

Wenhao Huang ◽

Haikun Hong ◽

Kaigui Bian ◽

Xiabing Zhou ◽

Guojie Song ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Reconstruction Error ◽

Neural Network Ensembles ◽

Network Ensembles

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Deep Neural Network Ensembles Against Deception: Ensemble Diversity, Accuracy and Robustness

2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS) ◽

10.1109/mass.2019.00040 ◽

2019 ◽

Author(s):

Ling Liu ◽

Wenqi Wei ◽

Ka-Ho Chow ◽

Margaret Loper ◽

Emre Gursoy ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Neural Network Ensembles ◽

Network Ensembles

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Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells

10.18632/oncotarget.23748 ◽

2017 ◽

Vol 9 (8) ◽

pp. 7796-7811 ◽

Author(s):

Michael D. West ◽

Ivan Labat ◽

Hal Sternberg ◽

Dana Larocca ◽

Igor Nasonkin ◽

...

Keyword(s):

Neural Network ◽

Cancer Cells ◽

Deep Neural Network ◽

Neural Network Ensembles ◽

Network Ensembles

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Neural network ensembles for video game AI using evolutionary multi-objective optimization

2011 11th International Conference on Hybrid Intelligent Systems (HIS) ◽

10.1109/his.2011.6122174 ◽

2011 ◽

Author(s):

Tse Guan Tan ◽

Patricia Anthony ◽

Jason Teo ◽

Jia Hui Ong

Keyword(s):

Neural Network ◽

Multi Objective Optimization ◽

Multi Objective ◽

Game Ai ◽

Neural Network Ensembles ◽

Network Ensembles

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Deep Neural Network Ensembles for Time Series Classification

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852316 ◽

2019 ◽

Author(s):

Hassan Ismail Fawaz ◽

Germain Forestier ◽

Jonathan Weber ◽

Lhassane Idoumghar ◽

Pierre-Alain Muller

Keyword(s):

Neural Network ◽

Time Series ◽

Deep Neural Network ◽

Time Series Classification ◽

Neural Network Ensembles ◽

Network Ensembles

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