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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

Related topics

24 relations
Artificial developmentArtificial lifeArtificial neural networkArtificial neuron

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Experiential Robot Learning with Accelerated Neuroevolution
Derivative-based optimization techniques such as Stochastic Gradient Descent has been wildly successful in training deep neural… 
2016
2016
Neuroevolution of a Hybrid Power Plant Simulator
Ever increasing energy demands are driving the development of high-efficiency power generation technologies such as direct-fired… 
2016
2016
A Neuroevolution Approach to Imitating Human-Like Play in Ms. Pac-Man Video Game
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2015
2015
Cooperative neuro-evolution of Elman recurrent networks for tropical cyclone wind-intensity prediction in the South Pacific region
Climate change issues are continuously on the rise and the need to build models and software systems for management of natural… 
2015
2015
Acquiring Efficient Locomotion in a Simulated Quadruped through Evolving Random and Predefined Neural Networks
2011
2011
Optimizing Visual Properties of Game Content Through Neuroevolution
This paper presents a search-based approach to generating game content that satisfies both gameplay requirements and user… 
2009
2009
Evolving Drivers for TORCS using On-Line Neuroevolution
We applied on-line neuroevolution to evolve non-player characters for The Open Racing Car Simulator. While previous approaches… 
2007
2007
No-Reference Image Quality Assessment through Interactive Neuroevolution
Image quality assessment is a complex problem due to subjective nature of human visual perception. One of possible ways to take… 
2007
2007
Using Neuro-Evolution in Aircraft Deicing Scheduling
Resource scheduling problems with incomplete information and environment changes have been studied for decades. The vast majority… 
2006
2006
Multi-chromosomal representations in neuroevolution
Contemplating the development of the field of evolutionary computation (EC), where most basic concepts are borrowed from nature… 
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