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Neuroevolution
Neuroevolution, or neuro-evolution, is a form of machine learning that uses evolutionary algorithms to train artificial neural networks. It is most…
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Related topics
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Artificial development
Artificial life
Artificial neural network
Artificial neuron
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Papers overview
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2018
2018
Experiential Robot Learning with Accelerated Neuroevolution
Ahmed Aly
,
J. Dugan
arXiv.org
2018
Corpus ID: 52021162
Derivative-based optimization techniques such as Stochastic Gradient Descent has been wildly successful in training deep neural…
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2016
2016
Neuroevolution of a Hybrid Power Plant Simulator
Shauharda Khadka
,
Kagan Tumer
,
M. Colby
,
D. Tucker
,
Paolo Pezzini
,
K. Bryden
Annual Conference on Genetic and Evolutionary…
2016
Corpus ID: 16596000
Ever increasing energy demands are driving the development of high-efficiency power generation technologies such as direct-fired…
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2015
2015
Cooperative neuro-evolution of Elman recurrent networks for tropical cyclone wind-intensity prediction in the South Pacific region
Rohitash Chandra
,
Kavina S. Dayal
IEEE Congress on Evolutionary Computation
2015
Corpus ID: 38625377
Climate change issues are continuously on the rise and the need to build models and software systems for management of natural…
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2015
2015
Acquiring Efficient Locomotion in a Simulated Quadruped through Evolving Random and Predefined Neural Networks
Frank Veenstra
,
A. Struck
,
M. Krauledat
2015
Corpus ID: 33219008
2014
2014
Prediction of Photovoltaic Panels Output Power by using MLP, RNN and Neuroevolution Models
H. Aryan
,
M. Khademi
,
M. Pedram
,
Kharazmi Unversity
2014
Corpus ID: 110256588
Article history: Received 11 July 2014 Received in revised form 25 August 2014 Accepted 28 September 2014 Available online 20…
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2012
2012
Evaluation Methods for Active Human-Guided Neuroevolution in Games
Igor Karpov and Vinod Valsalam and Risto Miikkulainen
2012
Corpus ID: 67315767
Machine learning (ML) games such as NERO incorporate human-guided ML methods such as real time neuroevolution (NE) as an integral…
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2011
2011
Optimizing Visual Properties of Game Content Through Neuroevolution
Antonios Liapis
,
Georgios N. Yannakakis
,
J. Togelius
Artificial Intelligence and Interactive Digital…
2011
Corpus ID: 5187531
This paper presents a search-based approach to generating game content that satisfies both gameplay requirements and user…
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2007
2007
No-Reference Image Quality Assessment through Interactive Neuroevolution
Y. Tsoy
,
V. Spitsyn
,
A. V. Chernyavsky
2007
Corpus ID: 16109058
Image quality assessment is a complex problem due to subjective nature of human visual perception. One of possible ways to take…
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2007
2007
Using Neuro-Evolution in Aircraft Deicing Scheduling
Xiaoyu Mao
,
A. T. Mors
,
N. Roos
,
C. Witteveen
2007
Corpus ID: 9176120
Resource scheduling problems with incomplete information and environment changes have been studied for decades. The vast majority…
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2006
2006
Multi-chromosomal representations in neuroevolution
A. Mayer
,
Helmut A. Mayer
International Conference on Climate Informatics
2006
Corpus ID: 10336594
Contemplating the development of the field of evolutionary computation (EC), where most basic concepts are borrowed from nature…
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