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Evolutionary acquisition of neural topologies

Evolutionary acquisition of neural topologies (EANT/EANT2) is an evolutionary reinforcement learning method that evolves both the topology and… Expand
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Papers overview

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2013
2013
Most of major algorithms for phylogenetic tree reconstruction assume that sequences in the analyzed set either do not have any… Expand
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2009
2009
In this chapter we present a novel method, called Evolutionary Acquisition of Neural Topologies (EANT), for evolving the… Expand
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2008
2008
Artificial neural networks are computer constructs inspired by the neural structure of the brain. The aim is to approximate the… Expand
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2008
2008
For many complex Reinforcement Learning problems with large and continuous state spaces, neuroevolution (the evolution of… Expand
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Highly Cited
2007
Highly Cited
2007
In this article we describe EANT, Evolutionary Acquisition of Neural Topologies, a method that creates neural networks by… Expand
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2007
2007
In this article we present EANT, “Evolutionary Acquisition of Neural Topologies”, a method that creates neural networks (NNs) by… Expand
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2006
2006
In this article we introduce a method to learn neural networks that solve a visual servoing task. Our method, called EANT… Expand
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2006
2006
The aim of this thesis is to develop a system that enables autonomous and situated agents to learn and adapt to the environment… Expand
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Highly Cited
2005
Highly Cited
2005
In this paper we present a novel method, called Evolution- ary Acquisition of Neural Topologies (EANT), of evolving the structure… Expand
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2005
2005
In this paper we present an automatic design of neural controllers for robots using a method called Evolutionary Acquisition of… Expand
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