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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
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
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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